From add2674594746562d6f6968f892aae465d58eb1c Mon Sep 17 00:00:00 2001 From: Mike Cohen Date: Sat, 19 Oct 2024 02:05:17 +1000 Subject: [PATCH] Added DFRWS APAC 2024 talk (#37) --- .wordlist.txt | 32 + docs/index.html | 356 ++++++++- .../filtering_tables.png | Bin 66816 -> 0 bytes .../artifacts_and_vql_intro/hide-columns.png | Bin 658619 -> 0 bytes .../sqlite-error-recovery.png | Bin 60062 -> 0 bytes .../sqlite-parsing.png | Bin 83485 -> 0 bytes .../artifacts_and_vql_intro.html | 1 + .../2023-WSCSoCal/artifacts_introduction.html | 1 + .../bit_log_disable_hunting.html | 1 + .../2023-WSCSoCal/conclusions.html | 1 + .../presentations/2023-WSCSoCal/gui_tour.html | 1 + docs/presentations/2023-WSCSoCal/index.html | 1 + .../2023-WSCSoCal/ntfs_forensics.html | 1 + .../presentations/2023-WSCSoCal/overview.html | 1 + .../2023-WSCSoCal/tracking_processes.html | 1 + .../2023-auscert/artifacts_and_vql_intro.html | 1 + .../2023-auscert/artifacts_introduction.html | 1 + 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presentations/dfrws_apac_2024/dead.md create mode 100644 presentations/dfrws_apac_2024/index.md create mode 100644 presentations/dfrws_apac_2024/memory_lane.md create mode 100644 presentations/dfrws_apac_2024/nat_060322internetarrest.pdf create mode 100644 presentations/dfrws_apac_2024/nat_060322internetarrest.svg create mode 100644 presentations/dfrws_apac_2024/nat_060322internetarrest2.svg create mode 100644 presentations/dfrws_apac_2024/physical_analogy.png create mode 100644 presentations/dfrws_apac_2024/toc.yaml create mode 100644 presentations/dfrws_apac_2024/triage.md diff --git a/.wordlist.txt b/.wordlist.txt index cb706b7..e2b75c9 100644 --- a/.wordlist.txt +++ b/.wordlist.txt @@ -203,3 +203,35 @@ triaging ./modules/notebooks/index.md evidentiary + + + ./presentations/dfrws_apac_2024/abstract.md +-------------------------------------------------------------------------------- +Defence +-------------------------------------------------------------------------------- + +Misspelled words: + ./presentations/dfrws_apac_2024/triage.md +-------------------------------------------------------------------------------- +Jumplists +-------------------------------------------------------------------------------- + +Misspelled words: + ./presentations/dfrws_apac_2024/conclusions.md +-------------------------------------------------------------------------------- +gatekeeping +-------------------------------------------------------------------------------- + +Misspelled words: + ./presentations/dfrws_apac_2024/memory_lane.md +-------------------------------------------------------------------------------- +DF +-------------------------------------------------------------------------------- + +Misspelled words: + ./presentations/dfrws_apac_2024/dead.md +-------------------------------------------------------------------------------- +DF +TLS +VPN +--------------------------------------------------------- diff --git a/docs/index.html b/docs/index.html index 8a8bc56..0271e0f 100644 --- a/docs/index.html +++ b/docs/index.html @@ -6553,6 +6553,360 @@

    +
+ + + +
  • + + + + + DFRWS APAC 2024: Digital Forensics is dead! Long live Digital Forensics! + + + + + +
  • @@ -6565,7 +6919,7 @@

    Rapid7 Inc
    - Built on 2024-07-22T12:18:09Z + Built on 2024-10-18T15:59:05Z
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    diff --git a/docs/presentations/2024-auscert-detection-engineering/artifact.yaml b/docs/presentations/2024-auscert-detection-engineering/artifact.yaml deleted file mode 100644 index 2746af9..0000000 --- a/docs/presentations/2024-auscert-detection-engineering/artifact.yaml +++ /dev/null @@ -1,248 +0,0 @@ - -name: Notebooks.Presentation -type: NOTEBOOK - -sources: -- notebook: - - type: markdown - template: | - - -

    Detection Engineering

    - -
    - - ## Advances in Detection Engineering - - ### Mike Cohen, Digital Paleontologist - -
    - - - - type: markdown - template: | - - - ## What is the point of Sigma? - - * We have multiple SIEM vendors: - * Usual workflow is: - 1. Agent collects raw data from log files on endpoint - 2. Normalize log data into a custom Schema - 3. Upload events to central SIEM - 4. Run queries on SIEM for detections - - * But we have many different types of SIEM and incompatible schemas, - query languages and type of data collected - - type: markdown - template: | - - - ## The state of EDR technology - - ![](https://github.com/Velocidex/presentations/blob/master/edr_env.png?raw=true) - - type: markdown - template: | - - - ## How can we improve this - - "We can solve any problem by introducing an extra level of indirection." (David Wheeler) - - - Let's just define a new "Standard": - * That everyone understands... - * Can be converted to all other EDR systems - * Can facilitate detection interchange - - type: markdown - template: | - - - ## New interchange format - Sigma - - ![](https://github.com/Velocidex/presentations/blob/master/sigma_architecture.png?raw=true) - - type: markdown - template: | - - - ## Anatomy of a Sigma rule - - * To compile a Sigma Rule into a SIEM query we need: - - 1. A compiler able to generate SIEM Query Language output - 2. Log Sources -> Map from generic log source to concrete data collected by SIEM - 3. Field Mappings -> Map from generic field names to SIEM schema transformation. - - type: markdown - template: | - - - ## Example - - ```yaml - logsource: - category: process_creation - product: windows - detection: - process_creation: - EventID: 4688 - Channel: Security - selection: - - CommandLine|contains|all: - - \AppData\Roaming\Oracle - - \java - - '.exe ' - - CommandLine|contains|all: - - cscript.exe - - Retrive - - '.vbs ' - condition: process_creation and selection - - ``` - - type: markdown - template: | - - - ## Let's consider how a Sigma Compiler might work - - * Logsource: What does `process_creation` mean exactly? - * Could be Sysmon EID 1 - * System EID 4688 - * ... Or maybe something else? - - * What fields do we need? - * CommandLine - Do we even collect this? - - * Actually this rule can only ever work on `Security.evtx`! - * The Rule author ensures this because they specifically test for - the right EID and Channel within the rule logic. - * The log source is kind of redundant - - type: markdown - template: | - - - ## How do we know if a rule even makes sense? - - * Rule do not refer directly to the fields in the event - * Instead they refer to an "abstract" field name - * The compiler maps the abstract field name to the SIEM schema - * Assuming there is such a mapping - * Assuming that field is actually available in the SIEM - - type: markdown - template: | - - - ## Example 2: Invalid Field Mapping - - ```yaml - title: Remote Thread Creation By Uncommon Source Image - logsource: - product: windows - category: create_remote_thread - detection: - create_remote_thread: - EventID: 8 - Channel: Microsoft-Windows-Sysmon/Operational - selection: - SourceImage|endswith: - - \bash.exe - - \cscript.exe - ... - - \wmic.exe - - \wscript.exe - filter_main_winlogon_1: - SourceImage: C:\Windows\System32\winlogon.exe - TargetImage: - - C:\Windows\System32\services.exe - - C:\Windows\System32\wininit.exe - - C:\Windows\System32\csrss.exe - filter_main_winlogon_2: - SourceImage: C:\Windows\System32\winlogon.exe - TargetParentImage: System - TargetParentProcessId: 4 - ... - condition: create_remote_thread and (selection and not 1 of filter_main_* and - not 1 of filter_optional_*) - ``` - - type: markdown - template: | - - - ## How Does Velociraptor employ Sigma Rules? - - The `sigma()` plugin in Velociraptor allows us to directly use rules - - * Define log sources as VQL queries - * Define Field mappings as VQL lambda functions. - * Plugin stacks rules on log sources and runs them in parallel - - Can be used in the following contexts - - * Triaging an endpoint using existing EVTX files - * Live detection using ETW or EVTX following - * Post process analysis of collected artifacts. - - Velociraptor sigma compiler transforms the rule into a VQL artifact. - - type: markdown - template: | - - - ## Log Source example - - Many Sigma rules have nonsense log sources, but really use Channel - matches to refer to an event log. - - ```sql - '*/windows/sysmon': - query: | - SELECT * FROM parse_evtx(filename=ROOT + "/Microsoft-Windows-Sysmon%4Operational.evtx") - channel: - - Microsoft-Windows-Sysmon/Operational - ``` - - type: markdown - template: | - - - ## Field Mappings are VQL fragments - - ```yaml - SysmonVersion: "x=>x.EventData.SysmonVersion" - CommandLine: "x=>x.EventData.CommandLine" - ``` - - Velociraptor's sigma compiler checks that fields are actually valid - and rejects the rule if they are not. - - ``` - Errored Rules which were rejected: - Missing field mapping 'TargetName' in */windows/ntlm: - hayabusa/sigma/builtin/ntlm/win_susp_ntlm_rdp.yml - Missing field mapping 'ParentIntegrityLevel' in */windows/security: - hayabusa/sigma/builtin/unsupported/win_kernel_and_3rd_party_drivers_exploits_token_stealing.yml - ``` - - type: markdown - template: | - - - ## Triaging an endpoint - - ![](https://github.com/Velocidex/presentations/blob/master/query_logs.png?raw=true) - - type: markdown - template: | - - - ## Live detection with Sigma - - ![](https://github.com/Velocidex/presentations/blob/master/live_sigma_detection.png?raw=true) - - type: markdown - template: | - - - ## Links and References - - * [Live Incident Response with Velociraptor](https://www.youtube.com/watch?v=Q1IoGX--814) - * [VeloCon 2023: Fast DFIR with Velociraptor](https://www.youtube.com/watch?v=ibl4-MzW-KI) - * [AusCERT2022: I CAN SEE YOU! IMPROVING DETECTION EFFICIENCY ON THE ENDPOINT...](https://youtu.be/lfkHBzXqA1g?si=j6aemdVgbmXbqEfa) - * [Sigma HQ](https://github.com/SigmaHQ/sigma) - * [Velociraptor Sigma Compiler](https://sigma.velocidex.com/) - * [Velociraptor Sigma Rules Github](https://github.com/Velocidex/velociraptor-sigma-rules) - * [Sigma in Velociraptor](https://docs.velociraptor.app/blog/2023/2023-11-15-sigma_in_velociraptor/) diff --git a/docs/presentations/2024-auscert-detection-engineering/index.html b/docs/presentations/2024-auscert-detection-engineering/index.html deleted file mode 100644 index 172a911..0000000 --- a/docs/presentations/2024-auscert-detection-engineering/index.html +++ /dev/null @@ -1,310 +0,0 @@ - - - - - - - - Velociraptor Deployment - - - - - - - -
    -
    - -
    - -
    - -
    -
    - - - - - - - - - - - - diff --git a/docs/presentations/2024-auscert-detection-engineering/index.md b/docs/presentations/2024-auscert-detection-engineering/index.md deleted file mode 100644 index 71921cb..0000000 --- a/docs/presentations/2024-auscert-detection-engineering/index.md +++ /dev/null @@ -1,257 +0,0 @@ - - - -

    Detection Engineering

    - -
    - -## Advances in Detection Engineering - -### Mike Cohen, Digital Paleontologist - -
    - - - ---- - - - -## What is the point of Sigma? - -* We have multiple SIEM vendors: -* Usual workflow is: - 1. Agent collects raw data from log files on endpoint - 2. Normalize log data into a custom Schema - 3. Upload events to central SIEM - 4. Run queries on SIEM for detections - -* But we have many different types of SIEM and incompatible schemas, - query languages and type of data collected - ---- - - - -## The state of EDR technology - -![](edr_env.png) - ---- - - - -## How can we improve this - -"We can solve any problem by introducing an extra level of indirection." (David Wheeler) - - -Let's just define a new "Standard": -* That everyone understands... -* Can be converted to all other EDR systems -* Can facilitate detection interchange - ---- - - - -## New interchange format - Sigma - -![](sigma_architecture.png) - ---- - - - -## Anatomy of a Sigma rule - -* To compile a Sigma Rule into a SIEM query we need: - -1. A compiler able to generate SIEM Query Language output -2. Log Sources -> Map from generic log source to concrete data collected by SIEM -3. Field Mappings -> Map from generic field names to SIEM schema transformation. - - ---- - - - -## Example - -```yaml -logsource: - category: process_creation - product: windows -detection: - process_creation: - EventID: 4688 - Channel: Security - selection: - - CommandLine|contains|all: - - \AppData\Roaming\Oracle - - \java - - '.exe ' - - CommandLine|contains|all: - - cscript.exe - - Retrive - - '.vbs ' - condition: process_creation and selection - -``` - ---- - - - -## Let's consider how a Sigma Compiler might work - -* Logsource: What does `process_creation` mean exactly? - * Could be Sysmon EID 1 - * System EID 4688 - * ... Or maybe something else? - -* What fields do we need? - * CommandLine - Do we even collect this? - -* Actually this rule can only ever work on `Security.evtx`! - * The Rule author ensures this because they specifically test for - the right EID and Channel within the rule logic. - * The log source is kind of redundant - ---- - - - -## How do we know if a rule even makes sense? - -* Rule do not refer directly to the fields in the event -* Instead they refer to an "abstract" field name -* The compiler maps the abstract field name to the SIEM schema - * Assuming there is such a mapping - * Assuming that field is actually available in the SIEM - ---- - - - -## Example 2: Invalid Field Mapping - -```yaml -title: Remote Thread Creation By Uncommon Source Image -logsource: - product: windows - category: create_remote_thread -detection: - create_remote_thread: - EventID: 8 - Channel: Microsoft-Windows-Sysmon/Operational - selection: - SourceImage|endswith: - - \bash.exe - - \cscript.exe - ... - - \wmic.exe - - \wscript.exe - filter_main_winlogon_1: - SourceImage: C:\Windows\System32\winlogon.exe - TargetImage: - - C:\Windows\System32\services.exe - - C:\Windows\System32\wininit.exe - - C:\Windows\System32\csrss.exe - filter_main_winlogon_2: - SourceImage: C:\Windows\System32\winlogon.exe - TargetParentImage: System - TargetParentProcessId: 4 - ... - condition: create_remote_thread and (selection and not 1 of filter_main_* and - not 1 of filter_optional_*) -``` - ---- - - - -## How Does Velociraptor employ Sigma Rules? - -The `sigma()` plugin in Velociraptor allows us to directly use rules - -* Define log sources as VQL queries -* Define Field mappings as VQL lambda functions. -* Plugin stacks rules on log sources and runs them in parallel - -Can be used in the following contexts - -* Triaging an endpoint using existing EVTX files -* Live detection using ETW or EVTX following -* Post process analysis of collected artifacts. - -Velociraptor sigma compiler transforms the rule into a VQL artifact. - ---- - - - -## Log Source example - -Many Sigma rules have nonsense log sources, but really use Channel -matches to refer to an event log. - -```sql - '*/windows/sysmon': - query: | - SELECT * FROM parse_evtx(filename=ROOT + "/Microsoft-Windows-Sysmon%4Operational.evtx") - channel: - - Microsoft-Windows-Sysmon/Operational -``` - ---- - - - -## Field Mappings are VQL fragments - -```yaml - SysmonVersion: "x=>x.EventData.SysmonVersion" - CommandLine: "x=>x.EventData.CommandLine" -``` - -Velociraptor's sigma compiler checks that fields are actually valid -and rejects the rule if they are not. - -``` -Errored Rules which were rejected: - Missing field mapping 'TargetName' in */windows/ntlm: - hayabusa/sigma/builtin/ntlm/win_susp_ntlm_rdp.yml - Missing field mapping 'ParentIntegrityLevel' in */windows/security: - hayabusa/sigma/builtin/unsupported/win_kernel_and_3rd_party_drivers_exploits_token_stealing.yml -``` - ---- - - - -## Triaging an endpoint - -![](query_logs.png) - ---- - - - -## Live detection with Sigma - -![](live_sigma_detection.png) - ---- - - - -## Links and References - -* [Live Incident Response with Velociraptor](https://www.youtube.com/watch?v=Q1IoGX--814) -* [VeloCon 2023: Fast DFIR with Velociraptor](https://www.youtube.com/watch?v=ibl4-MzW-KI) -* [AusCERT2022: I CAN SEE YOU! IMPROVING DETECTION EFFICIENCY ON THE ENDPOINT...](https://youtu.be/lfkHBzXqA1g?si=j6aemdVgbmXbqEfa) -* [Sigma HQ](https://github.com/SigmaHQ/sigma) -* [Velociraptor Sigma Compiler](https://sigma.velocidex.com/) -* [Velociraptor Sigma Rules Github](https://github.com/Velocidex/velociraptor-sigma-rules) -* [Sigma in Velociraptor](https://docs.velociraptor.app/blog/2023/2023-11-15-sigma_in_velociraptor/) diff --git a/docs/presentations/2024-auscert-detection_engineering/collecting_sigma_rules.png b/docs/presentations/2024-auscert-detection_engineering/collecting_sigma_rules.png deleted file mode 100644 index 76bb8e2175c02f84d0b0cbe3deb65e17756639d7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 55359 zcmbrmbySqw8#atbL8Vh^lepDB+qFSnSzk27DUkdi=27{_x> z#KsF6+?he2(ZL{i7yS;EJ}nZ`->D^3`u}u6(raRbF?Mfs3oi-_EZ}Fph?bQg#;{b& zRQd2s9JQan|0Ck##>Pf;5k3;qm;Qk{jGsD2Ws^h0!(5!4q?q?{0)vC;sHxYE5z$3x z;D#@AAG~|<;>DN5EaMQPP_xkG5Y>+#Lz0$EL(M{rLgp9GW~ges8d8itN3#-v8)AK^ 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Those +best practices and techniques that were widely used in the past are no +longer effective or recommended. + +This talk will examine the evolution of Digital Forensics over the +past few decades. + +This evolution occurred on many frontiers, from a strictly law +enforcement tool to a critical tool of enterprise incident response, +and from thorough bit-for-bit acquisition/analysis of each device to +more efficient targeted analysis of a large number of devices. + +The techniques have evolved and our capabilities have grown with them. + +More recently, major device manufacturers increased privacy and +security protections within their devices, limiting our access to +vital artifacts. + +At the same time, the need for increased visibility on corporate +devices is rising with our heightened exposure risks to ransomware +groups and regulatory compliance. + +This inherent conflict of interest must be addressed by proactively +increasing our forensic preparedness: Taking proactive steps to +enhance the likelihood of a successful forensic investigation, should +the need arise. + +Join Mike as he recounts the state of the field over years and +discusses future challenges. Mike began working on Digital Forensic +tools a couple of decades ago. In that time Mike had directly +experienced the evolving needs of the Digital Forensics field, and +available tooling. More recently Mike has developed Velociraptor, a +leading enterprise DFIR tool seeking to enhance forensic preparedness +and enterprise digital forensic capabilities.Dr. Michael Cohen has +over 20 years of experience in applying and developing novel incident +response and digital forensics tools and techniques.He has previously +worked in the Australian Department of Defence as an information +security specialist, at the Australian Federal Police specializing in +digital forensics, network and memory forensics. In 2010 he joined +Google, where he created tools in support of the incident response +team.In 2020, Mike has joined Rapid7 to support and develop +Velociraptor, an advanced open source endpoint visibility tool. diff --git a/docs/presentations/dfrws_apac_2024/account_activity.png b/docs/presentations/dfrws_apac_2024/account_activity.png new file mode 100644 index 0000000000000000000000000000000000000000..f7506732b93d094b7e76feca6ec31136fc3615e1 GIT binary patch literal 255063 zcmbTdWmp|e*CyIPu;A`)!QI{6-9vD9*C$wTcXyYd!8QpH+}$O(yW8x%&-a~~A2ZiE zbN0oip}M+yRn_u)RfLL?G}1@>j{pE5$;wEm0l)_#0D#Pcg9Nw0m*idly*SC}x&i=l z-`_7p3OzCb0FVN*5~3Pj*(Yo6ZkXCQz(q$Rwx_2yxen(OJR2V+SmvcC z5P>5LK^225*eAHGMhF7`_4nVL-dX7XG?UGud_Ma6Z|e~(i@WH*y>Fq?+e!aEMi%k} zpPThH&Y*qk)Kun4{3lp&cCFq2nSXCzmWC6pK*U96Ceh6E2#Df zHLUuK)kd=oIVsBmT|@S+q4458ZvJBw2X3IYyrWE`k}*AU-nFfwZe#G68; z_VCq$&v~p4K`?zHUjd3p*V}gHzKq>G7JlsW4Nca@U5X&#*MV^Dcf2`LroP~VXBQF6*HcNynfF=fo$W29?RCXk<>g?h|RdJ*r(yllg 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    Digital Forensics is dead!

    + +
    + + ## Long live Digital Forensics! + + ### Mike Cohen, Digital Paleontologist, Rapid7 + +
    + - type: markdown + template: | + + + ## A trip down memory lane... + + * What is Digital Forensics anyway? + + * Trying to reconstruct the past + * What occurred on this system? + * When did this occur? + + * Locard's exchange principal + + > "Every contact leaves a trace” + - type: markdown + template: | + + +
    + + ![](https://github.com/Velocidex/presentations/blob/master/physical_analogy.png?raw=true) + + + - type: markdown + template: | + + + ## A hacking case... + + + + + ![](https://github.com/Velocidex/presentations/blob/master/nat_060322internetarrest.svg?raw=true) + + + - type: markdown + template: | + + + ## A hacking case... + + + + + ![](https://github.com/Velocidex/presentations/blob/master/nat_060322internetarrest2.svg?raw=true) + + + - type: markdown + template: | + + + ## A hacking case... + + * A complex case consisting of + * Manual investigation of multiple server drives. + * Compromises over a couple of years + + * Images shipped from multiple countries. + + * Arrest made of 22yo University Student + * Outcome was no conviction recorded + * let off with a warning: motive was curiosity and desire to learn computer security. + + * Really good exercise for all involved! + * Best practice evidence collection, chain of custody etc! + - type: markdown + template: | + + + ## Large scale operation! 🚨 + + + + ![](https://github.com/Velocidex/presentations/blob/master/MR30092004OpAuxin.svg?raw=true) + + + - type: markdown + template: | + + + ## How do you execute 400 search warrants simultaneously? + + * A large scale co-ordinated operation poses a lot of challenges! + * We dont have hundreds of DF experts! 👮 + * We can not take images of absolutely everything (Even in 2004!) + * We can not seize every device. 🖥️ 💻📵 + * 72 hours to determine relevance! + * Need to have chain of custody and follow correct procedures! + - type: markdown + template: | + + + ## How do you execute 400 search warrants simultaneously? + + * Solution: Triage! + + * Created a custom bootable CD 📀 + * Knoppix! + * Carve images from disk! + * Present them in a page of thumbnails! + + * Distribute CD in advance + * Use every available resource to triage! + * No specialist DF skill required 🧑‍💻 + * It is usually pretty obvious when a system requires proper + escalation to DF experts 😱 + - type: markdown + template: | + + + ## Key takeaways... + + * Digital Forensics is a rigorous science with strong evidentiary procedures! + * However... We are trying to solve real life problems! + * Need to be flexible and evolve to meet operational challenges + * Scale, resourcing and time are critical challenges + + > Triage is a pragmatic tradeoff between time and accuracy + - type: markdown + template: | + + + ## This was 20 years ago! + ### Could we do the same today? + + * Unlikely to be very effective! + * Modern devices don't generally have DVD drives + * Full Disk Encryption is widely available + * Trusted boot, protected BIOS to prevent booting into DVD + * Many devices are hardened (e.g. Chromebooks) + * Modern drives are huge + + * Bad actors have better Op Sec + * Much more awareness of DF techniques + * Widely available encryption and security products + - type: markdown + template: | + + + ## Is Digital Forensics Dead? + + * Constant tension between User Privacy vs. Digital Forensics! + + * Much of the time DF undermines device security. + * Device manufacturers now focus on security and privacy as a first + class feature. + + * For example: + * Full disk encryption + * Incognito browsers + * VPN and TLS everywhere! + - type: markdown + template: | + + + https://www.abc.net.au/news/2024-10-14/hannah-grundy-reveals-the-ultimate-betrayal-after-photos/104404784 + +
    + + + + + - type: markdown + template: | + + + + + + + + - type: markdown + template: | + + + ## Triage is useful! + + * Digital Forensics is about capturing the best available evidence + * As long as general principals are followed it is useful! + * What is appropriate for this evidence? + + + - type: markdown + template: | + + + ## Wider application of Digital Forensics + + * Digital Forensics started off as a Law Enforcement tool. + + * Valuable tool to "determine what happened" + + * Incident Response is a more modern application of DF techniques + + * Initially DF was used hoping for prosecution + * Preserving evidence to evidentiary standards + * Shipping drives via FedEx! + * Thorough analysis and reporting by DFIR experts + - type: markdown + template: | + + + ## Priority of DFIR + + * As adversaries became more professional they became more efficient + + * Financially motivated! Can cause a lot of damage + + * Time to dwell is measured in days and hours + + * No time to take full disk images! + + * We need to rely more on triage! + + * Faster turn around - we need answers quickly! + + * Main goal is disruption and eviction of attackers. + - type: markdown + template: | + + + ## Is Digital Forensics Good enough? + + * Many of the traditional Digital Forensics artifacts are not + specifically designed for our needs. + + * For example: + * Prefetch files + * Evidence of execution + * Jumplists + * Evidence of user actions + * USB device insertion + * Various registry keys + - type: markdown + template: | + + + ## Other challenges + + * Use of TRIM in physical drives make slack analysis useless! + + * Operating systems are becoming hardened! + * MacOS System Integrity Protections means we can not access some files. + * Chromebooks anyone? + * Ipads? + - type: markdown + template: | + + + ## Sometimes Digital Forensics is unsatisfying! + + * Much of the time we arrive at the "crime scene" after the fact + + * Try to reconstruct what happened from incidental information + + * Forensics by its nature is **Making the best of a bad hand!** + - type: markdown + template: | + + +
    + + ## If we rely on Digital Forensics, we have already lost! + + ### Digital Forensics is reactive in nature + + * In a perfect world we would not need Digital Forensics! + - type: markdown + template: | + + + ## What if we could prepare for forensics? + + * Sometimes we go into an incident unprepared, but a lot of the time + we can prepare in advance! + + * In a corporate setting we can actually prepare for forensic + investigation and incident response + + * Similar but orthogonal to system hardening + + > Taking steps in advance to increase our chances of successfully + > investigating an incident! + - type: markdown + template: | + + + ## Forensic Readiness + + 1. Maximizing an environment's ability to collect credible digital + evidence + 2. Minimizing the cost of forensics in an incident response. + + [Forensic Readiness John Tan @Stake (2001)](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.480.6094&rep=rep1&type=pdf) + - type: markdown + template: | + + + ## Levels of preparedness + + * Information security is a continuum and a tradeoff between + resourcing and usability + + * What can we do to improve our forensic readiness? + + * Simple things can be done cheaply! + * Set configuration parameters in the environment. + + * More sophisticated things may involve more efforts + * Install an agent, EDR etc. + + * Consider how likely a forensic investigation will occur? + * Tradeoff between cost and completeness + * Table top exercises! + - type: markdown + template: | + + + ## What types of interventions can we employ? + + * Configuration change + * Increases the system's ability to support forensic analysis + + * Installation of EDR/Agents/Endpoint visibility software + * Increases resilience against malicious anti-forensics. + - type: markdown + template: | + + + ## Reimagine the forensic process + + * Let's re-examine the digital forensic process critically + + * Identify the things that can go wrong, the gaps and improvements + + * Can we increase our chances of success? + * Passive target: No deliberate interference with the DFIR process + * Active Adversary: Employing Anti-Forensics to frustrate investigation + - type: markdown + template: | + + + ## DFIR Mind map + + + The SANS Windows Forensic Analysis Poster + + + + - type: markdown + template: | + + + ## Event logs + + + - type: markdown + template: | + + + ## Event logs + + * Event logs are a huge source of forensic information! + * But they have some problems: + + * Rotation of event logs. By default event log size is very small + (20 mb) + * We can adjust the maximum size of log files through group policy + or the registry. + - type: markdown + template: | + + + ## Setting event log size + + + - type: markdown + template: | + + + ## Clearing the event logs + + * Many attackers clear the event logs to frustrate forensic analysis. + * Use Volume Shadow copies to periodically snapshot the disk + * Forward events off the system, e.g. for SIEM or even built in + Event Log forwarding. + * Detect event log configuration modifications (Registry changes) + - type: markdown + template: | + + + ## Forwarding event logs off the system + + * The best practice for protecting event logs is to forward them off + the system. + + * Built in facility within Windows: [Windows Event Forwarding (WEF)](https://learn.microsoft.com/en-us/windows/security/threat-protection/use-windows-event-forwarding-to-assist-in-intrusion-detection?source=recommendations) + + * Use agent like Elastic or Velociraptor + + * Tuning which events to forward + * Sending only relevant events means less volume + * Indexing events on the server side may increase costs (can just + forward for backup). + - type: markdown + template: | + + + ## Example: Forwarding Sysmon logs + + + - type: markdown + template: | + + + ## Disabling of event logs + + * Attackers can actively change logging configuration + + + - type: markdown + template: | + + + ## What can we do with an agent? + + * We can constantly check configuration for compliance + + ![](https://github.com/Velocidex/presentations/blob/master/../sans_apac_2023/checking_log_modifications.png?raw=true) + - type: markdown + template: | + + + ## What can we do with an agent? + + * Real time alerting on configuration modifications + + ![](https://github.com/Velocidex/presentations/blob/master/../sans_apac_2023/detection_log_modifications.png?raw=true) + - type: markdown + template: | + + + ## File based forensic artifacts + +
    +
    + + ## Prefetch files + + * Useful to determine evidence of execution + * Only enabled on non-server Windows Versions. + +
    +
    + + + +
    + - type: markdown + template: | + + + ## Prefetch files + + Enable prefetcher on windows server OS's + + ```text + reg add "HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Control\Session Manager\Memory Management\PrefetchParameters" /v EnablePrefetcher /t REG_DWORD /d 3 /f + + reg add "HKEY_LOCAL_MACHINE\Software\Microsoft\Windows NT\CurrentVersion\Prefetcher" /v MaxPrefetchFiles /t REG_DWORD /d 8192 /f + + powershell /c "Enable-MMAgent -OperationAPI" + ``` + - type: markdown + template: | + + + ## Filesystem artifacts: USN + + * The USN Journal records filesystem operations + + * Operations are recorded in the hidden NTFS file `$Extend\$UsnJrnl:$J` + + * The USN journal rolls over fairly quickly (Approx 30mb) + - type: markdown + template: | + + + ## Using the USN journal in IR + + Filtering the USN journal for prefetch file modifications gives + useful timestamps related to program execution! + + + - type: markdown + template: | + + + ## Querying the USN journal + + * The [fsutil tool](https://learn.microsoft.com/en-us/windows-server/administration/windows-commands/fsutil-usn) can be used to manipulate the USN journal. + +
    +
    + + + +
    +
    + + + +
    + - type: markdown + template: | + + + ## Attackers may clear the USN journal + + * Attacker can completely delete the USN Journal. + + * We are forced to carve the disk for USN records! + + + - type: markdown + template: | + + + ## What can we do with an agent? + + * Forward USN records off the system in a timely fashion. + + + - type: markdown + template: | + + + ## Forwarding USN logs off the system + + + - type: markdown + template: | + + + ## Conclusions + + * Digital Forensics is actually a rapidly evolving field! + + * Although rooted in "Best Practice" and "Court Admissibility" + * Don't worry about being pragmatic. + * Sometimes it is impossible to get the evidence in the traditional way. + * We need to be creative to make use of the best evidence we have. + * No gatekeeping ! Be inclusive ! + - type: markdown + template: | + + + ## Conclusions + + * Digital forensics is the best we have when preparation is + insufficient! + + * We can do some simple and easy things to improve our forensic + preparedness. + + * Challenge ourselves to preempt the forensic process + * Table top exercises + * Consider possible investigations + * What forensic artifact is **best** to answer our questions? diff --git a/docs/presentations/dfrws_apac_2024/carving_usn.png b/docs/presentations/dfrws_apac_2024/carving_usn.png new file mode 100644 index 0000000000000000000000000000000000000000..dce01f5b8ba997c9b74f474924e4f13cd5bfd496 GIT binary patch literal 65917 zcmcG$by$?q*Dj2rqJWf?lF}X04Kjc<1JWhk%`h~I(j^R?GIV#B64D?!4Bg#563s5f4}HGdy4vh zmoKO){my6&Bn}*r#_vAT)_lC^ZxsHl!=E8^z7RYK+T!||$jww?Xp)m?I~%7F}?+g@(gM5h%o9}uY`<4kG zlSs^lu8nlKp`fAgGZSMx*+4U~%|JbVIE)`pHZ*h$kI_WewUj|FSUsA0w~nPHOQh8K zlkvMsMDl(L9vFSw*5Nr=?e`T3{#=$2?;aAoev42mBSMNH6{T_TZ~4uP6MjOf;Lkb3 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    + + + + + + + + + + + + diff --git a/docs/presentations/dfrws_apac_2024/conclusions.md b/docs/presentations/dfrws_apac_2024/conclusions.md new file mode 100644 index 0000000..00215e8 --- /dev/null +++ b/docs/presentations/dfrws_apac_2024/conclusions.md @@ -0,0 +1,28 @@ + + +## Conclusions + +* Digital Forensics is actually a rapidly evolving field! + +* Although rooted in "Best Practice" and "Court Admissibility" + * Don't worry about being pragmatic. + * Sometimes it is impossible to get the evidence in the traditional way. + * We need to be creative to make use of the best evidence we have. + * No gatekeeping ! Be inclusive ! + +--- + + + +## Conclusions + +* Digital forensics is the best we have when preparation is + insufficient! + +* We can do some simple and easy things to improve our forensic + preparedness. + +* Challenge ourselves to preempt the forensic process + * Table top exercises + * Consider possible investigations + * What forensic artifact is **best** to answer our questions? diff --git a/docs/presentations/dfrws_apac_2024/dead.html b/docs/presentations/dfrws_apac_2024/dead.html new file mode 100644 index 0000000..b00f26f --- /dev/null +++ b/docs/presentations/dfrws_apac_2024/dead.html @@ -0,0 +1,147 @@ + + + + + + + + Velociraptor Deployment + + + + + + + + + +
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    + + + + + + + + + + + diff --git a/docs/presentations/dfrws_apac_2024/dead.md b/docs/presentations/dfrws_apac_2024/dead.md new file mode 100644 index 0000000..8e5dbfb --- /dev/null +++ b/docs/presentations/dfrws_apac_2024/dead.md @@ -0,0 +1,85 @@ + + +## Is Digital Forensics Dead? + +* Constant tension between User Privacy vs. Digital Forensics! + + * Much of the time DF undermines device security. + * Device manufacturers now focus on security and privacy as a first + class feature. + +* For example: + * Full disk encryption + * Incognito browsers + * VPN and TLS everywhere! + +--- + + + +https://www.abc.net.au/news/2024-10-14/hannah-grundy-reveals-the-ultimate-betrayal-after-photos/104404784 + + + + + + + +--- + + + + + + + + + +--- + + + +## Triage is useful! + +* Digital Forensics is about capturing the best available evidence + * As long as general principals are followed it is useful! + * What is appropriate for this evidence? + + + +--- + + + +## Wider application of Digital Forensics + +* Digital Forensics started off as a Law Enforcement tool. + + * Valuable tool to "determine what happened" + +* Incident Response is a more modern application of DF techniques + + * Initially DF was used hoping for prosecution + * Preserving evidence to evidentiary standards + * Shipping drives via FedEx! + * Thorough analysis and reporting by DFIR experts + +--- + + + +## Priority of DFIR + +* As adversaries became more professional they became more efficient + + * Financially motivated! 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    Digital Forensics is dead!

    + +
    + +## Long live Digital Forensics! + +### Mike Cohen, Digital Paleontologist, Rapid7 + +
    diff --git a/docs/presentations/dfrws_apac_2024/memory_lane.html b/docs/presentations/dfrws_apac_2024/memory_lane.html new file mode 100644 index 0000000..30f0b1d --- /dev/null +++ b/docs/presentations/dfrws_apac_2024/memory_lane.html @@ -0,0 +1,205 @@ + + + + + + + + Velociraptor Deployment + + + + + + + + + +
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    + + + + + + + + + + + + diff --git a/docs/presentations/dfrws_apac_2024/memory_lane.md b/docs/presentations/dfrws_apac_2024/memory_lane.md new file mode 100644 index 0000000..7058159 --- /dev/null +++ b/docs/presentations/dfrws_apac_2024/memory_lane.md @@ -0,0 +1,143 @@ + + +## A trip down memory lane... + +* What is Digital Forensics anyway? + +* Trying to reconstruct the past + * What occurred on this system? + * When did this occur? + +* Locard's exchange principal + +> "Every contact leaves a trace” + +--- + + + + + +![](physical_analogy.png) + + + +--- + + + +## A hacking case... + + + + +![](./nat_060322internetarrest.svg) + + + +--- + + + +## A hacking case... + + + + +![](./nat_060322internetarrest2.svg) + + + +--- + + + +## A hacking case... + +* A complex case consisting of + * Manual investigation of multiple server drives. + * Compromises over a couple of years + + * Images shipped from multiple countries. + +* Arrest made of 22yo University Student +* Outcome was no conviction recorded + * let off with a warning: motive was curiosity and desire to learn computer security. + +* Really good exercise for all involved! + * Best practice evidence collection, chain of custody etc! + +--- + + + +## Large scale operation! 🚨 + + + +![](MR30092004OpAuxin.svg) + + + +--- + + + +## How do you execute 400 search warrants simultaneously? + +* A large scale co-ordinated operation poses a lot of challenges! + * We dont have hundreds of DF experts! 👮 + * We can not take images of absolutely everything (Even in 2004!) + * We can not seize every device. 🖥️ 💻📵 + * 72 hours to determine relevance! + * Need to have chain of custody and follow correct procedures! + +--- + + + +## How do you execute 400 search warrants simultaneously? + +* Solution: Triage! + +* Created a custom bootable CD 📀 + * Knoppix! + * Carve images from disk! + * Present them in a page of thumbnails! + +* Distribute CD in advance +* Use every available resource to triage! + * No specialist DF skill required 🧑‍💻 + * It is usually pretty obvious when a system requires proper + escalation to DF experts 😱 + +--- + + + +## Key takeaways... + +* Digital Forensics is a rigorous science with strong evidentiary procedures! +* However... We are trying to solve real life problems! + * Need to be flexible and evolve to meet operational challenges + * Scale, resourcing and time are critical challenges + +> Triage is a pragmatic tradeoff between time and accuracy + +--- + + + +## This was 20 years ago! +### Could we do the same today? + +* Unlikely to be very effective! + * Modern devices don't generally have DVD drives + * Full Disk Encryption is widely available + * Trusted boot, protected BIOS to prevent booting into DVD + * Many devices are hardened (e.g. Chromebooks) + * Modern drives are huge + +* Bad actors have better Op Sec + * Much more awareness of DF techniques + * Widely available encryption and security products diff --git a/docs/presentations/dfrws_apac_2024/nat_060322internetarrest.pdf b/docs/presentations/dfrws_apac_2024/nat_060322internetarrest.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d1fbee59745970edc8d26034583de6cfe46338b9 GIT binary patch literal 80395 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    +
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    + +
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    + + + + + + + + + + + diff --git a/docs/presentations/dfrws_apac_2024/triage.md b/docs/presentations/dfrws_apac_2024/triage.md new file mode 100644 index 0000000..2d4a372 --- /dev/null +++ b/docs/presentations/dfrws_apac_2024/triage.md @@ -0,0 +1,127 @@ + + +## Is Digital Forensics Good enough? + +* Many of the traditional Digital Forensics artifacts are not + specifically designed for our needs. + +* For example: + * Prefetch files + * Evidence of execution + * Jumplists + * Evidence of user actions + * USB device insertion + * Various registry keys + +--- + + + +## Other challenges + +* Use of TRIM in physical drives make slack analysis useless! + +* Operating systems are becoming hardened! + * MacOS System Integrity Protections means we can not access some files. + * Chromebooks anyone? + * Ipads? + +--- + + + +## Sometimes Digital Forensics is unsatisfying! + +* Much of the time we arrive at the "crime scene" after the fact + +* Try to reconstruct what happened from incidental information + +* Forensics by its nature is **Making the best of a bad hand!** + +--- + + + +
    + +## If we rely on Digital Forensics, we have already lost! + +### Digital Forensics is reactive in nature + +* In a perfect world we would not need Digital Forensics! + +--- + + + +## What if we could prepare for forensics? + +* Sometimes we go into an incident unprepared, but a lot of the time + we can prepare in advance! + + * In a corporate setting we can actually prepare for forensic + investigation and incident response + + * Similar but orthogonal to system hardening + +> Taking steps in advance to increase our chances of successfully +> investigating an incident! + +--- + + + +## Forensic Readiness + +1. Maximizing an environment's ability to collect credible digital + evidence +2. Minimizing the cost of forensics in an incident response. + +[Forensic Readiness John Tan @Stake (2001)](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.480.6094&rep=rep1&type=pdf) + +--- + + + +## Levels of preparedness + +* Information security is a continuum and a tradeoff between + resourcing and usability + +* What can we do to improve our forensic readiness? + + * Simple things can be done cheaply! + * Set configuration parameters in the environment. + + * More sophisticated things may involve more efforts + * Install an agent, EDR etc. + +* Consider how likely a forensic investigation will occur? + * Tradeoff between cost and completeness + * Table top exercises! + +--- + + + +## What types of interventions can we employ? + +* Configuration change + * Increases the system's ability to support forensic analysis + +* Installation of EDR/Agents/Endpoint visibility software + * Increases resilience against malicious anti-forensics. + +--- + + + +## Reimagine the forensic process + +* Let's re-examine the digital forensic process critically + +* Identify the things that can go wrong, the gaps and improvements + +* Can we increase our chances of success? + * Passive target: No deliberate interference with the DFIR process + * Active Adversary: Employing Anti-Forensics to frustrate investigation diff --git a/docs/presentations/dfrws_apac_2024/usn_filter_for_pf.png b/docs/presentations/dfrws_apac_2024/usn_filter_for_pf.png new file mode 100644 index 0000000000000000000000000000000000000000..deb72bad38b2fb694d9204f990efb03baaa9fccc GIT binary patch literal 81431 zcmbrmbx@p5vp&3p;3Nc>V8Me1cg-S;2DioCHTVJ{xCafMKyVH2Zh_zyba98pU4EPA zN#5^0f1IjQ^-a|lvoo_JJw1J2(^ubwy;GEahE9SG005qWWPmCF05Spq@FWBE3A`le zT0av02hCAN+XVo4-u?T7kjV7>B>+GP00G6-Jks|U9Rf*r9(W%{e9ylIYZra~8o`NG zhT>8XJF3u$Cx~VJx^+c& zp=vVrT~9EcMSX;Kk~N3gC!_EQEMKgm{QNDYk+Yw!BU!_@w8o8lBk$k4tLte(c5hCn zru}MB;nVvk1?%)WrJoKX{{4c3tVl}O#C_FZ%Kjzc z{>St**JKmN^;Q$96}YstpM1>nzy(CDwnO4|4S_6O^6v*GpF9cfzeRboMy4jFu1 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b/docs/presentations/velocon_2022_cloud_velo/cloud_velo.html @@ -11,6 +11,7 @@ +

    diff --git a/docs/presentations/velocon_2022_cloud_velo/index.html b/docs/presentations/velocon_2022_cloud_velo/index.html index d9fc4ba..a17dd9f 100644 --- a/docs/presentations/velocon_2022_cloud_velo/index.html +++ b/docs/presentations/velocon_2022_cloud_velo/index.html @@ -11,6 +11,7 @@ +
    diff --git a/docs/presentations/velocon_2022_year_in_review/index.html b/docs/presentations/velocon_2022_year_in_review/index.html index 6b0661d..c193b4e 100644 --- a/docs/presentations/velocon_2022_year_in_review/index.html +++ b/docs/presentations/velocon_2022_year_in_review/index.html @@ -11,6 +11,7 @@ +
    diff --git a/docs/presentations/velocon_2022_year_in_review/year_in_review.html b/docs/presentations/velocon_2022_year_in_review/year_in_review.html index 6b0661d..c193b4e 100644 --- a/docs/presentations/velocon_2022_year_in_review/year_in_review.html +++ b/docs/presentations/velocon_2022_year_in_review/year_in_review.html @@ -11,6 +11,7 @@ +
    diff --git a/docs/presentations/velocon_2023_year_in_review/index.html b/docs/presentations/velocon_2023_year_in_review/index.html index b6d09dc..93bc04a 100644 --- a/docs/presentations/velocon_2023_year_in_review/index.html +++ b/docs/presentations/velocon_2023_year_in_review/index.html @@ -11,6 +11,7 @@ +
    @@ -257,7 +258,7 @@ --- - + # The Velociraptor Community ## Who are our users? @@ -305,7 +306,7 @@ --- - + # Looking into the future diff --git a/docs/presentations/velocon_2023_year_in_review/year_in_review.html b/docs/presentations/velocon_2023_year_in_review/year_in_review.html index b6d09dc..93bc04a 100644 --- a/docs/presentations/velocon_2023_year_in_review/year_in_review.html +++ b/docs/presentations/velocon_2023_year_in_review/year_in_review.html @@ -11,6 +11,7 @@ +
    @@ -257,7 +258,7 @@ --- - + # The Velociraptor Community ## Who are our users? @@ -305,7 +306,7 @@ --- - + # Looking into the future diff --git a/docs/presentations/what-is-velociraptor/index.html b/docs/presentations/what-is-velociraptor/index.html index b806f28..35d7b8b 100644 --- a/docs/presentations/what-is-velociraptor/index.html +++ b/docs/presentations/what-is-velociraptor/index.html @@ -11,6 +11,7 @@ +
    diff --git a/docs/presentations/what-is-velociraptor/what_is_velociraptor.html b/docs/presentations/what-is-velociraptor/what_is_velociraptor.html index b806f28..35d7b8b 100644 --- a/docs/presentations/what-is-velociraptor/what_is_velociraptor.html +++ b/docs/presentations/what-is-velociraptor/what_is_velociraptor.html @@ -11,6 +11,7 @@ +
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Those +best practices and techniques that were widely used in the past are no +longer effective or recommended. + +This talk will examine the evolution of Digital Forensics over the +past few decades. + +This evolution occurred on many frontiers, from a strictly law +enforcement tool to a critical tool of enterprise incident response, +and from thorough bit-for-bit acquisition/analysis of each device to +more efficient targeted analysis of a large number of devices. + +The techniques have evolved and our capabilities have grown with them. + +More recently, major device manufacturers increased privacy and +security protections within their devices, limiting our access to +vital artifacts. + +At the same time, the need for increased visibility on corporate +devices is rising with our heightened exposure risks to ransomware +groups and regulatory compliance. + +This inherent conflict of interest must be addressed by proactively +increasing our forensic preparedness: Taking proactive steps to +enhance the likelihood of a successful forensic investigation, should +the need arise. + +Join Mike as he recounts the state of the field over years and +discusses future challenges. Mike began working on Digital Forensic +tools a couple of decades ago. In that time Mike had directly +experienced the evolving needs of the Digital Forensics field, and +available tooling. More recently Mike has developed Velociraptor, a +leading enterprise DFIR tool seeking to enhance forensic preparedness +and enterprise digital forensic capabilities.Dr. Michael Cohen has +over 20 years of experience in applying and developing novel incident +response and digital forensics tools and techniques.He has previously +worked in the Australian Department of Defence as an information +security specialist, at the Australian Federal Police specializing in +digital forensics, network and memory forensics. In 2010 he joined +Google, where he created tools in support of the incident response +team.In 2020, Mike has joined Rapid7 to support and develop +Velociraptor, an advanced open source endpoint visibility tool. diff --git a/presentations/dfrws_apac_2024/conclusions.md b/presentations/dfrws_apac_2024/conclusions.md new file mode 100644 index 0000000..00215e8 --- /dev/null +++ b/presentations/dfrws_apac_2024/conclusions.md @@ -0,0 +1,28 @@ + + +## Conclusions + +* Digital Forensics is actually a rapidly evolving field! + +* Although rooted in "Best Practice" and "Court Admissibility" + * Don't worry about being pragmatic. + * Sometimes it is impossible to get the evidence in the traditional way. + * We need to be creative to make use of the best evidence we have. + * No gatekeeping ! Be inclusive ! + +--- + + + +## Conclusions + +* Digital forensics is the best we have when preparation is + insufficient! + +* We can do some simple and easy things to improve our forensic + preparedness. + +* Challenge ourselves to preempt the forensic process + * Table top exercises + * Consider possible investigations + * What forensic artifact is **best** to answer our questions? diff --git a/presentations/dfrws_apac_2024/dead.md b/presentations/dfrws_apac_2024/dead.md new file mode 100644 index 0000000..8e5dbfb --- /dev/null +++ b/presentations/dfrws_apac_2024/dead.md @@ -0,0 +1,85 @@ + + +## Is Digital Forensics Dead? + +* Constant tension between User Privacy vs. Digital Forensics! + + * Much of the time DF undermines device security. + * Device manufacturers now focus on security and privacy as a first + class feature. + +* For example: + * Full disk encryption + * Incognito browsers + * VPN and TLS everywhere! + +--- + + + +https://www.abc.net.au/news/2024-10-14/hannah-grundy-reveals-the-ultimate-betrayal-after-photos/104404784 + + + + + + + +--- + + + + + + + + + +--- + + + +## Triage is useful! + +* Digital Forensics is about capturing the best available evidence + * As long as general principals are followed it is useful! + * What is appropriate for this evidence? + + + +--- + + + +## Wider application of Digital Forensics + +* Digital Forensics started off as a Law Enforcement tool. + + * Valuable tool to "determine what happened" + +* Incident Response is a more modern application of DF techniques + + * Initially DF was used hoping for prosecution + * Preserving evidence to evidentiary standards + * Shipping drives via FedEx! + * Thorough analysis and reporting by DFIR experts + +--- + + + +## Priority of DFIR + +* As adversaries became more professional they became more efficient + + * Financially motivated! Can cause a lot of damage + + * Time to dwell is measured in days and hours + + * No time to take full disk images! + +* We need to rely more on triage! + + * Faster turn around - we need answers quickly! + + * Main goal is disruption and eviction of attackers. diff --git a/presentations/dfrws_apac_2024/index.md b/presentations/dfrws_apac_2024/index.md new file mode 100644 index 0000000..d1936f0 --- /dev/null +++ b/presentations/dfrws_apac_2024/index.md @@ -0,0 +1,11 @@ + + +

    Digital Forensics is dead!

    + +
    + +## Long live Digital Forensics! + +### Mike Cohen, Digital Paleontologist, Rapid7 + +
    diff --git a/presentations/dfrws_apac_2024/memory_lane.md b/presentations/dfrws_apac_2024/memory_lane.md new file mode 100644 index 0000000..60d7330 --- /dev/null +++ b/presentations/dfrws_apac_2024/memory_lane.md @@ -0,0 +1,143 @@ + + +## A trip down memory lane... + +* What is Digital Forensics anyway? + +* Trying to reconstruct the past + * What occurred on this system? + * When did this occur? + +* Locard's exchange principal + +> "Every contact leaves a trace” + +--- + + + + + +![](physical_analogy.png) + + + +--- + + + +## A hacking case... + + + + +![](./nat_060322internetarrest.svg) + + + +--- + + + +## A hacking case... + + + + +![](./nat_060322internetarrest2.svg) + + + +--- + + + +## A hacking case... + +* A complex case consisting of + * Manual investigation of multiple server drives. + * Compromises over a couple of years + + * Images shipped from multiple countries. + +* Arrest made of 22yo University Student +* Outcome was no conviction recorded + * let off with a warning: motive was curiosity and desire to learn computer security. + +* Really good exercise for all involved! + * Best practice evidence collection, chain of custody etc! + +--- + + + +## Large scale operation! 🚨 + + + +![](MR30092004OpAuxin.svg) + + + +--- + + + +## How do you execute 400 search warrants simultaneously? + +* A large scale coordinated operation poses a lot of challenges! + * We don't have hundreds of DF experts! 👮 + * We can not take images of absolutely everything (Even in 2004!) + * We can not seize every device. 🖥️ 💻📵 + * 72 hours to determine relevance! + * Need to have chain of custody and follow correct procedures! + +--- + + + +## How do you execute 400 search warrants simultaneously? + +* Solution: Triage! + +* Created a custom bootable CD 📀 + * Knoppix! + * Carve images from disk! + * Present them in a page of thumbnails! + +* Distribute CD in advance +* Use every available resource to triage! + * No specialist DF skill required 🧑‍💻 + * It is usually pretty obvious when a system requires proper + escalation to DF experts 😱 + +--- + + + +## Key takeaways... + +* Digital Forensics is a rigorous science with strong evidentiary procedures! +* However... We are trying to solve real life problems! + * Need to be flexible and evolve to meet operational challenges + * Scale, resourcing and time are critical challenges + +> Triage is a pragmatic tradeoff between time and accuracy + +--- + + + +## This was 20 years ago! +### Could we do the same today? + +* Unlikely to be very effective! + * Modern devices don't generally have DVD drives + * Full Disk Encryption is widely available + * Trusted boot, protected BIOS to prevent booting into DVD + * Many devices are hardened (e.g. Chromebooks) + * Modern drives are huge + +* Bad actors have better Op Sec + * Much more awareness of DF techniques + * Widely available encryption and security products diff --git a/presentations/dfrws_apac_2024/nat_060322internetarrest.pdf b/presentations/dfrws_apac_2024/nat_060322internetarrest.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d1fbee59745970edc8d26034583de6cfe46338b9 GIT binary patch literal 80395 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b/presentations/dfrws_apac_2024/toc.yaml @@ -0,0 +1,30 @@ +head: | + + +toc: + - path: index.md + + - name: A trip down memory lane... + path: memory_lane.md + + - name: Is Digital Forensics Dead? + path: dead.md + + - name: Is Digital Forensics Good enough? + path: triage.md + + - name: "Windows Event Logs" + path: ../sans_apac_2023/eventlogs.md + + - name: "Filesystem Forensics" + path: ../sans_apac_2023/filebased.md + + - name: Conclusions + path: conclusions.md diff --git a/presentations/dfrws_apac_2024/triage.md b/presentations/dfrws_apac_2024/triage.md new file mode 100644 index 0000000..2d4a372 --- /dev/null +++ b/presentations/dfrws_apac_2024/triage.md @@ -0,0 +1,127 @@ + + +## Is Digital Forensics Good enough? + +* Many of the traditional Digital Forensics artifacts are not + specifically designed for our needs. + +* For example: + * Prefetch files + * Evidence of execution + * Jumplists + * Evidence of user actions + * USB device insertion + * Various registry keys + +--- + + + +## Other challenges + +* Use of TRIM in physical drives make slack analysis useless! + +* Operating systems are becoming hardened! + * MacOS System Integrity Protections means we can not access some files. + * Chromebooks anyone? + * Ipads? + +--- + + + +## Sometimes Digital Forensics is unsatisfying! + +* Much of the time we arrive at the "crime scene" after the fact + +* Try to reconstruct what happened from incidental information + +* Forensics by its nature is **Making the best of a bad hand!** + +--- + + + +
    + +## If we rely on Digital Forensics, we have already lost! + +### Digital Forensics is reactive in nature + +* In a perfect world we would not need Digital Forensics! + +--- + + + +## What if we could prepare for forensics? + +* Sometimes we go into an incident unprepared, but a lot of the time + we can prepare in advance! + + * In a corporate setting we can actually prepare for forensic + investigation and incident response + + * Similar but orthogonal to system hardening + +> Taking steps in advance to increase our chances of successfully +> investigating an incident! + +--- + + + +## Forensic Readiness + +1. Maximizing an environment's ability to collect credible digital + evidence +2. Minimizing the cost of forensics in an incident response. + +[Forensic Readiness John Tan @Stake (2001)](https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.480.6094&rep=rep1&type=pdf) + +--- + + + +## Levels of preparedness + +* Information security is a continuum and a tradeoff between + resourcing and usability + +* What can we do to improve our forensic readiness? + + * Simple things can be done cheaply! + * Set configuration parameters in the environment. + + * More sophisticated things may involve more efforts + * Install an agent, EDR etc. + +* Consider how likely a forensic investigation will occur? + * Tradeoff between cost and completeness + * Table top exercises! + +--- + + + +## What types of interventions can we employ? + +* Configuration change + * Increases the system's ability to support forensic analysis + +* Installation of EDR/Agents/Endpoint visibility software + * Increases resilience against malicious anti-forensics. + +--- + + + +## Reimagine the forensic process + +* Let's re-examine the digital forensic process critically + +* Identify the things that can go wrong, the gaps and improvements + +* Can we increase our chances of success? + * Passive target: No deliberate interference with the DFIR process + * Active Adversary: Employing Anti-Forensics to frustrate investigation diff --git a/src/generator/model.go b/src/generator/model.go index ff94f95..6021be7 100644 --- a/src/generator/model.go +++ b/src/generator/model.go @@ -34,6 +34,8 @@ type Module struct { Path string `yaml:"path"` // The name of the markdown file Topics []*Topic `yaml:"toc" json:"topics,omitempty"` + + Head string `yaml:"head" json:"head,omitempty"` } // A Topic is collection of slides in a single markdown file. diff --git a/src/generator/parser.go b/src/generator/parser.go index 8c38533..18a0a41 100644 --- a/src/generator/parser.go +++ b/src/generator/parser.go @@ -34,12 +34,13 @@ func ParsePresentation() (*Presentation, error) { return nil, err } - tmp := &Module{} - err = yaml.Unmarshal(serialized, tmp) + tmp := Module{} + err = yaml.Unmarshal(serialized, &tmp) if err != nil { return nil, fmt.Errorf("While processing %v: %w", module.Path, err) } + module.Head = tmp.Head module.Topics = nil for _, topic := range tmp.Topics { diff --git a/src/generator/templates.go b/src/generator/templates.go index 22e89e7..471cbea 100644 --- a/src/generator/templates.go +++ b/src/generator/templates.go @@ -1,8 +1,9 @@ package generator import ( - "fmt" + "bytes" "strings" + "text/template" ) const ( @@ -14,19 +15,29 @@ const ( Velociraptor Deployment - + + {{ .Module.Head }}
    -%v +{{ range .Sections }} +
    + +
    +{{ end }}
    -
    + @@ -52,36 +63,44 @@ const ( ` section_template = ` -
    - -
    ` ) -func buildIndexHtml(module *Module) string { - sections := "" +type Args struct { + Sections []string + Module *Module +} + +func buildIndexHtml(module *Module, presentation *Presentation) string { + args := &Args{ + Module: module, + } for _, topic := range module.Topics { data, err := readFile("./" + topic.AbsPath) if err != nil { continue } - sections += fmt.Sprintf(section_template, - adjustSectionText(string(data))) + args.Sections = append(args.Sections, string(data)) + } + + tmpl, err := template.New("").Parse(index_html) + if err != nil { + panic("index_html invalid") + } + + buf := bytes.Buffer{} + + err = tmpl.Execute(&buf, args) + if err != nil { + panic(err) } - index := adjustSectionText(index_html) - return fmt.Sprintf(index, sections) + return adjustSectionText(string(buf.Bytes())) } var ( expansions = map[string]string{ "": ``, - "": ``, "": ``, "": ``, "": ``, diff --git a/src/generator/toc.go b/src/generator/toc.go index 3ab1da2..3195f37 100644 --- a/src/generator/toc.go +++ b/src/generator/toc.go @@ -23,7 +23,7 @@ var ( } `command:"serve"` } - copy_regex = regexp.MustCompile("\\.(png|md|css|js|svg|woff2|ttf|woff|ttf|gif)$") + copy_regex = regexp.MustCompile("\\.(png|pdf|md|css|js|svg|woff2|ttf|woff|ttf|gif)$") asset_regex = regexp.MustCompile(`src="([^"]+)"`) asset_regex2 = regexp.MustCompile(`!\[.*?\]\(([^\)]+)\)`) ) @@ -97,7 +97,7 @@ func GenerateSite( // Create a HTML for the whole module output_manager.WriteFile( filepath.Join(module.Path, "index.html"), - buildIndexHtml(module)) + buildIndexHtml(module, presentation)) // Copy all the files over output_manager.CopyDirectory(module.Path, module.Path) @@ -118,7 +118,8 @@ func GenerateSite( topic.Link, buildIndexHtml(&Module{ Topics: []*Topic{topic}, - })) + Head: module.Head, + }, presentation)) } // Copy all the assets into the module directory. diff --git a/toc.yaml b/toc.yaml index 9adacaa..d6cb11f 100644 --- a/toc.yaml +++ b/toc.yaml @@ -40,3 +40,6 @@ toc: - name: "Auscert 2024: Advances in detection engineering" path: presentations/2024-auscert-detection_engineering/ + + - name: "DFRWS APAC 2024: Digital Forensics is dead! Long live Digital Forensics!" + path: presentations/dfrws_apac_2024/

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