Attack Effect Model based Malicious Behavior Detection | Paper Citation Record

Observation 6139217c-004d-4feb-8796-e4849a8b30d9 · outbound

This paper cites Lazarus apt continues to exploit log4j vulnerability,.

Attack Effect Model based Malicious Behavior Detection Lazarus apt continues to exploit log4j vulnerability,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:22.734761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5443ec-2341-4ab4-abf1-2988e0968269 · outbound

This paper cites General, efficient, and real-time data compaction strategy for apt forensic analysis,.

Attack Effect Model based Malicious Behavior Detection General, efficient, and real-time data compaction strategy for apt forensic analysis,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:22.822609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cc084d5-e222-4923-8945-7cc5ea0e1855 · outbound

This paper cites Aptshield: A stable, efficient and real-time apt detection system for linux hosts,.

Attack Effect Model based Malicious Behavior Detection Aptshield: A stable, efficient and real-time apt detection system for linux hosts,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:22.952902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e3a1eb-c63a-41eb-b4d4-f71cd0e1ae8e · outbound

This paper cites A systematic literature review of methods and datasets for anomaly-based network intrusion detection,.

Attack Effect Model based Malicious Behavior Detection A systematic literature review of methods and datasets for anomaly-based network intrusion detection,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.118517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f0f941-ffc2-45b6-ada1-b7ea77c2a1ed · outbound

This paper cites Prographer: An anomaly detection system based on provenance graph embedding,.

Attack Effect Model based Malicious Behavior Detection Prographer: An anomaly detection system based on provenance graph embedding,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.280577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f40ec5b-dbd4-4b50-85bc-f2ec773ea46b · outbound

This paper cites Airtag: Towards automated attack investigation by unsupervised learning with log texts,.

Attack Effect Model based Malicious Behavior Detection Airtag: Towards automated attack investigation by unsupervised learning with log texts,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.422505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84230c3f-a6f8-4041-92ba-13809e7fe293 · outbound

This paper cites auditd(8) - linux man page,.

Attack Effect Model based Malicious Behavior Detection auditd(8) - linux man page,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.508100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e775adff-ca45-4bd6-ab16-4361a63057d4 · outbound

This paper cites On the forensic validity of approximated audit logs,.

Attack Effect Model based Malicious Behavior Detection On the forensic validity of approximated audit logs,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.596152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc39bc7e-08cf-4973-8db1-e4171c6deff7 · outbound

This paper cites Krystal: Knowledge graph-based framework for tactical attack discovery in audit data,.

Attack Effect Model based Malicious Behavior Detection Krystal: Knowledge graph-based framework for tactical attack discovery in audit data,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.688942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda71ccb-4007-4b2f-ba16-ae2b4875e61e · outbound

This paper cites eaudit: A fast, scalable and deployable audit data collection system,.

Attack Effect Model based Malicious Behavior Detection eaudit: A fast, scalable and deployable audit data collection system,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.745548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb1cd01-b3be-4dcd-be36-7542f065b6cd · outbound

This paper cites Trace: Enterprise-wide provenance tracking for real-time apt detection,.

Attack Effect Model based Malicious Behavior Detection Trace: Enterprise-wide provenance tracking for real-time apt detection,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:23.801054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd7b67fe-1fe4-4f9a-bbed-70b94439b9ca · outbound

This paper cites Auditbeat: Lightweight shipper for audit data,.

Attack Effect Model based Malicious Behavior Detection Auditbeat: Lightweight shipper for audit data,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.195423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 51a41223-37d2-4f43-a4b5-02e5f21b096a · outbound

This paper cites Atlas: A sequence-based learning approach for attack investigation,.

Attack Effect Model based Malicious Behavior Detection Atlas: A sequence-based learning approach for attack investigation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.185607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 902ec81a-2bae-4d91-9ac9-04dbfbe4e3bd · outbound

This paper cites Alchemist: Fusing application and audit logs for precise attack provenance without instrumentation.

Attack Effect Model based Malicious Behavior Detection Alchemist: Fusing application and audit logs for precise attack provenance without instrumentation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.175813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58dfe9e4-18a8-4e48-8a89-be930b0eedf4 · outbound

This paper cites Are we there yet? an industrial viewpoint on provenance-based endpoint detection and response tools,.

Attack Effect Model based Malicious Behavior Detection Are we there yet? an industrial viewpoint on provenance-based endpoint detection and response tools,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:24.181576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5947cd0-8ada-4674-bf14-c9bf5b268a99 · outbound

This paper cites {ATTACK2VEC}: Leveraging temporal word embeddings to understand the evolution of cyberattacks,.

Attack Effect Model based Malicious Behavior Detection {ATTACK2VEC}: Leveraging temporal word embeddings to understand the evolution of cyberattacks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.158321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d25031f-499b-4435-bcaa-ea72f952bbaf · outbound

This paper cites Shadewatcher: Recommendation-guided cyber threat analysis using system audit records,.

Attack Effect Model based Malicious Behavior Detection Shadewatcher: Recommendation-guided cyber threat analysis using system audit records,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.146717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7cbdc65c-b4e2-45e8-abd8-69d077dae8a1 · outbound

This paper cites Threatrace: Detecting and tracing host-based threats in node level through provenance graph learning,.

Attack Effect Model based Malicious Behavior Detection Threatrace: Detecting and tracing host-based threats in node level through provenance graph learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.135416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edd38a61-420c-4184-8aa8-98a7399bf680 · outbound

This paper cites UNICORN: Runtime Provenance-Based Detector for Advanced Persistent Threats.

Attack Effect Model based Malicious Behavior Detection UNICORN: Runtime Provenance-Based Detector for Advanced Persistent Threats

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:24.529868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac75c8f5-f04b-40e3-8b39-e23146684a90 · outbound

This paper cites Cyber threat intelligence sharing in nigeria,.

Attack Effect Model based Malicious Behavior Detection Cyber threat intelligence sharing in nigeria,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.124393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eaa0ad73-d2ae-4c03-8c9d-ef8cf1367eef · outbound

This paper cites A literature review on mining cyberthreat intelligence from unstructured texts,.

Attack Effect Model based Malicious Behavior Detection A literature review on mining cyberthreat intelligence from unstructured texts,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.111055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d2d0427-51ac-43e6-a6c6-202ad7108315 · outbound

This paper cites Omegalog: High-fidelity attack investigation via transparent multi-layer log analy- sis,.

Attack Effect Model based Malicious Behavior Detection Omegalog: High-fidelity attack investigation via transparent multi-layer log analy- sis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.099116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c3d69b2-68c1-42f8-b05b-14d95a174749 · outbound

This paper cites Forensic analysis of configuration-based attacks,.

Attack Effect Model based Malicious Behavior Detection Forensic analysis of configuration-based attacks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.087169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abcfd4fa-95e0-4906-ae14-a8191796c87a · outbound

This paper cites Poirot: Aligning attack behavior with kernel audit records for cyber threat hunting,.

Attack Effect Model based Malicious Behavior Detection Poirot: Aligning attack behavior with kernel audit records for cyber threat hunting,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.075021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2329b56-6535-4536-81b4-6dc0989f5566 · outbound

This paper cites Combating dependence ex- plosion in forensic analysis using alternative tag propagation semantics,.

Attack Effect Model based Malicious Behavior Detection Combating dependence ex- plosion in forensic analysis using alternative tag propagation semantics,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.060589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation daf79dcd-d676-4e5f-99ee-00ca4bed80b1 · outbound

This paper cites {CLARION}: Sound and clear provenance tracking for microservice deployments,.

Attack Effect Model based Malicious Behavior Detection {CLARION}: Sound and clear provenance tracking for microservice deployments,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.047030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac1d41ac-6e2a-486e-91bf-58fe321949ed · outbound

This paper cites You are what you do: Hunting stealthy malware via data provenance analysis.

Attack Effect Model based Malicious Behavior Detection You are what you do: Hunting stealthy malware via data provenance analysis

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:25.196720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1d4d64-cd76-4316-ad66-f067498936e3 · outbound

This paper cites Holmes: real-time apt detection through correlation of suspicious information flows,.

Attack Effect Model based Malicious Behavior Detection Holmes: real-time apt detection through correlation of suspicious information flows,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.023981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dd7002f-9340-4e79-b9eb-737b3242c4a6 · outbound

This paper cites Tactical provenance analysis for endpoint detection and response systems,.

Attack Effect Model based Malicious Behavior Detection Tactical provenance analysis for endpoint detection and response systems,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:36.011324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e46c72f8-5943-450a-9421-6f2a8f5a0faf · outbound

This paper cites Runtime analysis of whole-system provenance,.

Attack Effect Model based Malicious Behavior Detection Runtime analysis of whole-system provenance,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.995009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d686dea1-f3ac-4b9b-8339-22424868eddb · outbound

This paper cites From here to provtopia,.

Attack Effect Model based Malicious Behavior Detection From here to provtopia,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.983696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c39782e-da84-4f44-b5ab-4e2c9ebb3c4e · outbound

This paper cites R-caid: Embedding root cause analysis within provenance-based intrusion detection,.

Attack Effect Model based Malicious Behavior Detection R-caid: Embedding root cause analysis within provenance-based intrusion detection,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.971275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd367cb3-2acc-49ef-99fa-f65fbca673da · outbound

This paper cites Kairos: Practical intrusion detection and investigation using whole- system provenance,.

Attack Effect Model based Malicious Behavior Detection Kairos: Practical intrusion detection and investigation using whole- system provenance,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.960416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a51847c7-d0b9-47e9-8aa7-ba51c1908f89 · outbound

This paper cites Dispro- track: Distributed provenance tracking over serverless applications,.

Attack Effect Model based Malicious Behavior Detection Dispro- track: Distributed provenance tracking over serverless applications,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.948456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a155a6df-f142-4c51-8141-93837f5a0f88 · outbound

This paper cites Cost-effective attack forensics by recording and correlating file system changes,.

Attack Effect Model based Malicious Behavior Detection Cost-effective attack forensics by recording and correlating file system changes,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.937133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98bdf609-0cb4-4fc4-8cf6-d3b5d2902e79 · outbound

This paper cites {MAGIC}: Detecting advanced persistent threats via masked graph representation learning,.

Attack Effect Model based Malicious Behavior Detection {MAGIC}: Detecting advanced persistent threats via masked graph representation learning,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.925512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ce8f784-56f1-44ab-8d0c-54adf2f7d999 · outbound

This paper cites Pagoda: A hybrid approach to enable efficient realtime provenance based intrusion,.

Attack Effect Model based Malicious Behavior Detection Pagoda: A hybrid approach to enable efficient realtime provenance based intrusion,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.912959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation afe0aea8-0daa-4b70-9a5e-6fda748e45ca · outbound

This paper cites Event tracing for windows (etw),.

Attack Effect Model based Malicious Behavior Detection Event tracing for windows (etw),

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.902811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ab3cb78c-2b49-4f06-bc4a-7ab603dfea90 · outbound

This paper cites Ratscope: Recording and reconstructing missing rat semantic behaviors for forensic analysis on windows,.

Attack Effect Model based Malicious Behavior Detection Ratscope: Recording and reconstructing missing rat semantic behaviors for forensic analysis on windows,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.892004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d47cb12a-3f17-4ce3-a4cc-2738789ccf46 · outbound

This paper cites Validating the integrity of audit logs against execution reparti- tioning attacks,.

Attack Effect Model based Malicious Behavior Detection Validating the integrity of audit logs against execution reparti- tioning attacks,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.881193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c9187c4-2982-4c72-a915-104043b99c5d · outbound

This paper cites Palant ´ır: Optimizing attack provenance with hardware-enhanced system observability,.

Attack Effect Model based Malicious Behavior Detection Palant ´ır: Optimizing attack provenance with hardware-enhanced system observability,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.870287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd4fddf9-d41c-4929-9c28-5a7654555d28 · outbound

This paper cites Spade: Support for provenance auditing in distributed environments,.

Attack Effect Model based Malicious Behavior Detection Spade: Support for provenance auditing in distributed environments,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:26.273677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cced4274-dbba-4361-bb5e-1e1715f5459a · outbound

This paper cites Paradise: real-time, generalized, and distributed provenance- based intrusion detection,.

Attack Effect Model based Malicious Behavior Detection Paradise: real-time, generalized, and distributed provenance- based intrusion detection,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.850156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0eaab104-e27d-42ca-9e18-aab349c312f9 · outbound

This paper cites Towards reproducible ran- somware analysis,.

Attack Effect Model based Malicious Behavior Detection Towards reproducible ran- somware analysis,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.838857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68244dbf-37b9-438a-bc3c-10f12da8773f · outbound

This paper cites Watson: Abstracting behaviors from audit logs via aggregation of contextual semantics.

Attack Effect Model based Malicious Behavior Detection Watson: Abstracting behaviors from audit logs via aggregation of contextual semantics

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.827576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dda344fc-56ab-4652-a973-16de5fe7ffd4 · outbound

This paper cites Layering in provenance systems,.

Attack Effect Model based Malicious Behavior Detection Layering in provenance systems,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.817510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c382bbf6-6d0d-48ae-ab3c-2ebd2f2a46d5 · outbound

This paper cites P-gaussian: provenance-based gaussian distribution for detecting intrusion behavior variants using high efficient and real time memory databases,.

Attack Effect Model based Malicious Behavior Detection P-gaussian: provenance-based gaussian distribution for detecting intrusion behavior variants using high efficient and real time memory databases,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.807384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d32e342a-3ed0-48e9-984b-506372e3047f · outbound

This paper cites Pagoda: A hybrid approach to enable efficient real-time provenance based intrusion detection in big data environments,.

Attack Effect Model based Malicious Behavior Detection Pagoda: A hybrid approach to enable efficient real-time provenance based intrusion detection in big data environments,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.796824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 076c58b3-8cce-418e-9778-fcdda9c4d3d7 · outbound

This paper cites an unresolved cited work.

Attack Effect Model based Malicious Behavior Detection Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:36:35.786037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1905289-7127-4e4c-8c77-d48ba9af8584 · outbound

This paper cites Back-propagating system dependency impact for attack investigation,.

Attack Effect Model based Malicious Behavior Detection Back-propagating system dependency impact for attack investigation,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.774746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f5e2edd6-4c43-4dc5-be51-a45d3bcf41af · outbound

This paper cites an unresolved cited work.

Attack Effect Model based Malicious Behavior Detection Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:36:35.763455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4026e980-c408-4e2e-bb9d-0cce1a25e86d · outbound

This paper cites {ALASTOR}: Reconstructing the provenance of serverless intrusions,.

Attack Effect Model based Malicious Behavior Detection {ALASTOR}: Reconstructing the provenance of serverless intrusions,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.752522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2021bee2-660d-4f6f-9482-2d44a9361aae · outbound

This paper cites Analyzing the hidden danger of environment variables for keeping secrets,.

Attack Effect Model based Malicious Behavior Detection Analyzing the hidden danger of environment variables for keeping secrets,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.741374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b7b23a91-845c-4da4-a9d3-4a71e4582c93 · outbound

This paper cites Auditbeat reference:,.

Attack Effect Model based Malicious Behavior Detection Auditbeat reference:,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.729734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec79acd3-cf8c-4a69-b921-1427e703ebfa · outbound

This paper cites Fast memory-efficient anomaly detection in streaming heterogeneous graphs,.

Attack Effect Model based Malicious Behavior Detection Fast memory-efficient anomaly detection in streaming heterogeneous graphs,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.711425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b07f013e-9a46-4d02-bd1f-9bc8535f7a95 · outbound

This paper cites Log2vec: A heterogeneous graph embedding based approach for detecting cyber threats within enterprise,.

Attack Effect Model based Malicious Behavior Detection Log2vec: A heterogeneous graph embedding based approach for detecting cyber threats within enterprise,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.564953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d282f982-1ac4-42ec-8147-10e4988fe412 · outbound

This paper cites Deeplog: Anomaly detection and diagnosis from system logs through deep learning,.

Attack Effect Model based Malicious Behavior Detection Deeplog: Anomaly detection and diagnosis from system logs through deep learning,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.431288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 06565dbe-8d0c-43fc-b81e-0da577d52dc0 · outbound

This paper cites Robust log-based anomaly detection on unstable log data,.

Attack Effect Model based Malicious Behavior Detection Robust log-based anomaly detection on unstable log data,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.312254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a812f9c9-dcea-4df2-bfa1-5ef1825fdf71 · outbound

This paper cites Graph neural networks in network neuroscience,.

Attack Effect Model based Malicious Behavior Detection Graph neural networks in network neuroscience,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.172698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7c79d2f-ca5d-4d26-8624-f21056c6f3b8 · outbound

This paper cites Gadbench: Revisiting and benchmarking supervised graph anomaly detection,.

Attack Effect Model based Malicious Behavior Detection Gadbench: Revisiting and benchmarking supervised graph anomaly detection,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:35.042569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9a3f762-de83-48db-8f63-5304b648cfc8 · outbound

This paper cites Cybersecurity threat intelligence augmentation and embedding improvement-a healthcare usecase,.

Attack Effect Model based Malicious Behavior Detection Cybersecurity threat intelligence augmentation and embedding improvement-a healthcare usecase,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:34.873785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49fe94b4-83a3-4d7f-a738-4bb8af0727e8 · outbound

This paper cites Sok: Taxonomy of attacks on open-source software supply chains,.

Attack Effect Model based Malicious Behavior Detection Sok: Taxonomy of attacks on open-source software supply chains,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:34.769328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dad9aa3e-106b-42eb-9b65-dcbb8a5f0017 · outbound

This paper cites Attackg: Constructing technique knowledge graph from cyber threat intelligence reports,.

Attack Effect Model based Malicious Behavior Detection Attackg: Constructing technique knowledge graph from cyber threat intelligence reports,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:34.647602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5664fda-6531-4217-b598-9d6f0232b789 · outbound

This paper cites an unresolved cited work.

Attack Effect Model based Malicious Behavior Detection Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:36:34.487465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85928bc3-9c61-4e2d-8714-7a6caf66e813 · outbound

This paper cites Microsoft security intelligence center,.

Attack Effect Model based Malicious Behavior Detection Microsoft security intelligence center,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:34.263711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae8b2833-56db-4999-b2ed-a05818a0efcc · outbound

This paper cites The cybersecurity and infrastructure security agency,.

Attack Effect Model based Malicious Behavior Detection The cybersecurity and infrastructure security agency,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:34.060201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12db2bed-725b-47d0-a5cf-e8d50114f385 · outbound

This paper cites Homepage of fead,.

Attack Effect Model based Malicious Behavior Detection Homepage of fead,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:33.834038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d09a030-78ce-46b4-b31f-355bcb67df8a · outbound

This paper cites Att&ck tactics, techniques, and procedures,.

Attack Effect Model based Malicious Behavior Detection Att&ck tactics, techniques, and procedures,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:33.627655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87e1c369-bf21-4fa2-9e08-5ce630ff2003 · outbound

This paper cites Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models.

Attack Effect Model based Malicious Behavior Detection Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:28.111188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d3747cd-ca84-43ca-abaa-78d65990f015 · outbound

This paper cites Umie: Unified multimodal information extraction with instruction tuning,.

Attack Effect Model based Malicious Behavior Detection Umie: Unified multimodal information extraction with instruction tuning,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:33.418933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 901e89e4-8ba0-4dae-914f-4030f848d592 · outbound

This paper cites Knowprompt: Knowledge-aware prompt-tuning with synergistic optimization for relation extraction,.

Attack Effect Model based Malicious Behavior Detection Knowprompt: Knowledge-aware prompt-tuning with synergistic optimization for relation extraction,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:33.175110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 268e49bf-97cb-4c56-a6bc-890aa6349311 · outbound

This paper cites Survey of hallucination in natural language generation,.

Attack Effect Model based Malicious Behavior Detection Survey of hallucination in natural language generation,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:32.941167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 910244d3-d583-43cd-9db5-084d02acc657 · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Attack Effect Model based Malicious Behavior Detection Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:28.414659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53213ac8-59d5-4bc4-9c11-163f7320e3d9 · outbound

This paper cites Towards revealing the mystery behind chain of thought: a theoretical perspective,.

Attack Effect Model based Malicious Behavior Detection Towards revealing the mystery behind chain of thought: a theoretical perspective,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:32.784475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 577f296d-6429-4447-aae4-792e97ddd507 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Attack Effect Model based Malicious Behavior Detection Chain-of-thought prompting elicits reasoning in large language models,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:32.543376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c961e5f4-064d-4c64-aaff-b28eb677d986 · outbound

This paper cites Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.

Attack Effect Model based Malicious Behavior Detection Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:28.617064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 408ea681-7ff5-4046-99c3-ceb665ae72f2 · outbound

This paper cites Graph attention networks,.

Attack Effect Model based Malicious Behavior Detection Graph attention networks,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:32.273926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8ba6d7e-0388-4191-8125-6aa72de92159 · outbound

This paper cites Darpa tc dataset,.

Attack Effect Model based Malicious Behavior Detection Darpa tc dataset,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:32.063286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24b50239-58cd-43b7-9a6e-d82aac6b9184 · outbound

This paper cites Cse-cic-ids2018,.

Attack Effect Model based Malicious Behavior Detection Cse-cic-ids2018,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:31.904156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b106383-8bd5-4ed9-ae1e-c3f90ee71c98 · outbound

This paper cites E-graphsage: A graph neural network based intrusion detection system for iot,.

Attack Effect Model based Malicious Behavior Detection E-graphsage: A graph neural network based intrusion detection system for iot,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:31.727956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d1e74d83-930b-4c8c-9743-541c98b96274 · outbound

This paper cites How effective are neural networks for fixing security vulnerabilities,.

Attack Effect Model based Malicious Behavior Detection How effective are neural networks for fixing security vulnerabilities,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:31.512911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f582c098-b7e7-45e0-8bcc-4d836e69e499 · outbound

This paper cites Exploiting library vulnerability via migration based automating test generation,.

Attack Effect Model based Malicious Behavior Detection Exploiting library vulnerability via migration based automating test generation,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:31.345200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 100ae821-6667-48d2-a2dd-9bc982552a44 · outbound

This paper cites Sok: A comprehensive analysis and evaluation of docker container attack and defense mechanisms,.

Attack Effect Model based Malicious Behavior Detection Sok: A comprehensive analysis and evaluation of docker container attack and defense mechanisms,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:31.135625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 021acc35-241c-4fb2-98fe-0958f862c2d0 · outbound

This paper cites VulZoo: A Comprehensive Vulnerability Intelligence Dataset.

Attack Effect Model based Malicious Behavior Detection VulZoo: A Comprehensive Vulnerability Intelligence Dataset

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:36:29.806911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1b5eba8-6d07-450c-84de-73e824ddecc0 · outbound

This paper cites Research on automated anomaly localization in the power internet of things based on fuzzing and semantic analysis,.

Attack Effect Model based Malicious Behavior Detection Research on automated anomaly localization in the power internet of things based on fuzzing and semantic analysis,

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:30.944052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b18adbdc-8200-40c8-8a26-99bd23fff732 · outbound

This paper cites Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN.

Attack Effect Model based Malicious Behavior Detection Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T10:36:29.274127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18966fe-9ad4-4259-9bd0-869a396d2997 · outbound

This paper cites Azure openai service,.

Attack Effect Model based Malicious Behavior Detection Azure openai service,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:30.731194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2858b8b9-6632-44d9-b826-ef1046e4ec1c · outbound

This paper cites Spec2006,.

Attack Effect Model based Malicious Behavior Detection Spec2006,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:30.544208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c775f3e7-b1cd-45fc-9d21-ed1421c3e535 · outbound

This paper cites A reusable characteriza- tion of the memory system behavior of spec2017 and spec2006,.

Attack Effect Model based Malicious Behavior Detection A reusable characteriza- tion of the memory system behavior of spec2017 and spec2006,

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:30.333364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd865180-8c3f-4d67-8a33-eccb22bfe54f · outbound

This paper cites Stream benchmark,.

Attack Effect Model based Malicious Behavior Detection Stream benchmark,

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:30.154731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07a7f8e8-afb1-498d-95ee-304cdc3ee960 · outbound

This paper cites On the memory underutilization: Exploring disaggregated memory on hpc systems,.

Attack Effect Model based Malicious Behavior Detection On the memory underutilization: Exploring disaggregated memory on hpc systems,

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:36:30.014139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers