Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:54:35.663422Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 1 inbound Pith citation observation for arXiv:2506.09365.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:54:35.663422Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-16T17:01:47.603706Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T17:03:08.115326Z
98 of 98 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 07c5a689-8ae3-428c-a71d-1e209a8265bf · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Sans soc survey 2024,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c07a30-865c-4223-9dd7-110156a46fbb · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) 99% false positives: A qualitative study of{soc}analysts’ perspectives on security alarms,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21d8c1a3-3128-4a89-b41a-062b152beeba · outbound
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed68f11-a98a-4f01-ae2f-d28d214b7737 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Towards human-AI teaming to mitigate alert fatigue in security operations centres,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e29db6c1-5e8a-4e13-8283-e63571143147 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Are we there yet? an industrial viewpoint on provenance-based endpoint detection and response tools,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62d6605b-4e83-4c48-af66-dc6fd31adb04 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Tactical provenance analysis for endpoint detection and response systems,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10575b60-116d-4287-86c4-31870ba70214 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) DEEPCASE: Semi-Supervised contextual analysis of security events,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9fa6b0f-c829-4c39-83cf-3be107031454 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) ATTACK2VEC: Leveraging Temporal Word Embeddings to Understand the Evolution of Cyberattacks
Reference 8
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 d556755a-a5fd-473c-b95c-97bc40e83cc8 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) SeqMask: Behavior extraction over cyber threat intelligence via multi-instance learning,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4a0c6ce-f31e-4192-bd9b-9ca765a42f4e · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Trident: A universal framework for fine-grained and class-incremental unknown traffic detec- tion,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a941c21f-9c80-4b1c-8ff8-253868167e01 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Effect of automation transparency in the management of multiple unmanned vehicles,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffa93f3b-2b3c-4501-b8a0-f12b8b7a6933 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) AI-driven guided response for security operation centers with microsoft copilot for security,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eff96c71-8782-4b57-89e2-5cef9b7426e4 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Impact of team collaboration on cybersecurity situational awareness,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad42834d-b8be-4153-8f9b-91fac1ef11ef · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Opportunities and challenges for Human-Machine teaming in cybersecurity operations,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0297c9ef-15ee-484c-ab6a-4185f7cd3ac7 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Considerations for Human- Machine teaming in cybersecurity,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e998fc6b-955a-4e72-bdad-e525ca701400 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Adapt and overcome: Perceptions of adaptive autonomous agents for Human-AI teaming,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 830a1688-e286-40d3-8662-0e19113f817b · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Machines as teammates: A research agenda on AI in team collaboration,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42d796e9-7eda-4d85-af81-a8a862464f32 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Human-machine teaming is key to AI adoption: clinicians’ experiences with a deployed machine learning system,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b6b0221-dcdc-4cb5-b567-4e1dc575fcdd · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6e54cc7-c5d8-4591-b294-9d6851fbd4e5 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Com- bating alert fatigue with AlertPro: Context-aware alert prioritization using reinforcement learning for multi-step attack detection,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21c5111a-5087-4196-bbad-418939647fd6 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Trust my IDS: An explainable AI integrated deep learning-based transparent threat detection system for industrial networks,
Reference 21
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 c021e635-32ce-4836-a611-fb0e2fe11189 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Human-in-the-loop cyber intrusion detection using active learning,
Reference 22
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 b49631a9-0d5d-4bc2-8451-e9829dc0e7ea · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Everybody’s got ML, tell me what else you have: Practitioners’ perception of ML-Based security tools and explanations,
Reference 23
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 7cc9b6b8-027c-4240-9fb3-0ceedc076a9d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) An assessment of the usability of machine learning based tools for the security operations center,
Reference 24
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 7a90c7e7-0dfb-4744-9c51-1be3eeb757fe · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Asynchronous methods for deep reinforcement learning,
Reference 25
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 6b59f4b1-a761-4f93-a347-bd0217089a73 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Proximal policy optimization algorithms,
Reference 26
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 172966cb-bd64-4696-a1de-0ac4ea7d1c73 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Human-level control through deep reinforcement learning,
Reference 27
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 3ad116ce-c4e3-499e-84eb-71587cd76eaa · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Generating network intrusion detection dataset based on real and encrypted synthetic attack traffic,
Reference 28
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 91eb225f-24eb-4a7b-b597-5dd6aafd128b · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set),
Reference 29
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 235b7265-a951-4d48-b6d4-dd8c476afb58 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Learning robust rewards with adversarial inverse reinforcement learning,
Reference 30
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 b0ae6138-77c7-4e39-a376-fe0164f6de6b · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Generative adversarial imitation learning,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adc18d2c-dbc8-4953-b253-7b91e53e36f0 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Behavioral cloning from observa- tion,
Reference 32
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 07dae80c-7dad-40db-a19f-71eb41e45d24 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Dos and don’ts of machine learning in computer security,
Reference 33
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 4ebafaa6-3257-49d4-a710-4619ec2960d7 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study,
Reference 34
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 691b80af-d66c-493f-b9de-346baaf25a1a · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) UNICORN: Runtime provenance-based detector for advanced persistent threats,
Reference 35
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 8b1f2c70-59fe-4bd6-afe7-93426098ee1d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) MAlign: Explainable static raw- byte based malware family classification using sequence alignment,
Reference 36
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 4e608596-dec1-4de4-89ce-837e7491dc78 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) An overview of the strategic advan- tages of AI-Powered threat intelligence in the cloud,
Reference 37
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 5ae65c20-68a5-4b79-aebb-411fc14f25ab · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Kovacevic and N
Reference 38
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 ec19dc05-7e47-4c47-a561-f33ffff6d7c0 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Context2Vector: Accelerating security event triage via context representation learning,
Reference 39
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 79ac83a1-81ee-4a12-b757-0786baf9121b · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) RAPID: Real-Time alert investigation with context-aware prioritization for efficient threat discovery,
Reference 40
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 37b75aff-6e44-44b2-8c04-a84d0c46e70e · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) DrSec: Flexible distributed representations for efficient endpoint security,
Reference 41
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 9b856d3a-4a9c-49bc-8286-f58b547620d5 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) MStream: Fast anomaly detection in multi-aspect streams,
Reference 42
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 595a6f82-8354-4423-b509-0d036c968ad4 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Net-track: Generic web tracking detection using packet metadata,
Reference 43
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 664f2140-d648-4999-9cf9-83b3fb525c1d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Flow-MAE: Leveraging masked AutoEncoder for accurate, efficient and robust malicious traffic classifi- cation,
Reference 44
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 e8556e40-c861-4d43-a90c-0dca7cac778f · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) FlowTransformer: A transformer framework for flow-based network intrusion detection systems,
Reference 45
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 90ee5732-7dbd-46e1-a205-544ca145c274 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Who goes first? influences of Human-AI workflow on decision making in clinical imaging,
Reference 46
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 69e009e9-47e0-4728-96fb-8f817a2a41cb · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) To trust or to think: Cognitive forcing functions can reduce overreliance on AI in AI-assisted decision-making,
Reference 47
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 a4b56bc9-763e-4d28-b326-67b7864406e8 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning,
Reference 48
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 27275531-1303-46e9-ba15-115f7d0ff2dc · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Explainable AI is dead, long live explainable AI! hypothesis- driven decision support using evaluative AI,
Reference 49
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 14d8305d-37b6-4576-b909-5135efe1bd30 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Towards the new XAI: A Hypothesis-Driven approach to decision support using evidence,
Reference 50
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 160de403-2557-4816-a418-8d884d697d7d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) The effects of explanations on automation bias,
Reference 51
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 c6d790e0-ff1d-4006-9724-ba3bf4bbfae1 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Shneiderman,Human-Centered AI
Reference 52
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 64643642-858f-46b9-b1ce-93ddb421aa4d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) A unified approach to interpreting model predictions,
Reference 53
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 a4351ad5-b97d-4937-9ad3-4498ec0d02b4 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) A value for n-person games,
Reference 54
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 bc7c2b28-fd8e-4204-8e02-7bfefcd056d5 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) A systematic literature review for network intrusion detection system (IDS),
Reference 55
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 3b2a9c9c-d3af-47b9-ba86-cf42d73e7e61 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Explainable artificial intelligence (XAI) for intrusion detection and mitigation in intelligent connected vehicles: A review,
Reference 56
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 82335af1-be36-463c-9e35-262dc1e55fb7 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Explainable AI for intrusion detection systems: A model development and experts’ evaluation,
Reference 57
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 0bad3da2-145f-44b4-a38f-9cb4254d0f2c · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Explainable AI for comparative analysis of intrusion detection models,
Reference 58
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 e1ed618c-43fa-4dc5-9e01-ca32f718ce25 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) XAI-IDS: Toward proposing an explainable artificial intelligence framework for enhancing network intrusion detection systems,
Reference 59
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 b7c2451a-587d-48ab-adf6-7088ff5cc763 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Towards understanding alerts raised by unsupervised network intrusion detection systems,
Reference 60
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 71361719-7031-43de-8ae3-c161bab36a5d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Robust network intru- sion detection through explainable artificial intelligence (XAI),
Reference 61
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 6b269daf-2a73-4bd1-8814-ed3ed859fec5 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Evaluating feature relevance XAI in network intrusion detection,
Reference 62
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 03d879a0-df55-4ca5-9e0e-0752259e49a1 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 63
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 9b968b1b-78da-4006-84c2-710931598c37 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) A survey of imitation learning: Algorithms, recent developments, and challenges,
Reference 64
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 ff1f96f7-2492-4f3c-9b34-52668a05109d · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Imitation learning: Progress, taxonomies and challenges,
Reference 65
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 4d535002-3213-4c29-b8c3-5aa74626a8cf · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Contextual information fusion for in- trusion detection: a survey and taxonomy,
Reference 66
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 8d291ca9-41eb-48cf-86a6-0e3f2bc985a7 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Network traffic anomaly detection model based on feature grouping and multi-autoencoders integration,
Reference 67
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 3a81ed86-e6a6-4a97-9968-eda11ac10a61 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) FSS-PART: Feature grouping subset model for predicting network attacks,
Reference 68
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 ea9aaed5-75a2-468a-819a-b9b459e67558 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) A lightweight and efficient IoT intrusion detection method based on feature grouping,
Reference 69
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 fdc2fcb7-2e00-45a9-bf88-e8b5a1d7a3af · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Muniz,The Modern Security Operations Center
Reference 70
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 58b1e3f0-b2e6-46a8-b79f-a8745a625dca · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Learning from class-imbalanced data: Review of methods and applications,
Reference 71
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 31e7dcad-cad7-4726-aa71-9c4468e4b16a · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Machine learning and large language models-based techniques for cyber threat detection: A comparative study,
Reference 72
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 cca428c8-b267-4870-ada1-0f53c6c1110a · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Efficient anomaly detection in tabular cybersecurity data using large language models,
Reference 73
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 c5fd19dd-1393-478f-9f26-2a65d080a691 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Anomaly detection in fog computing architectures using custom tab transformer for internet of things,
Reference 74
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 4d6b24b9-c05e-4931-a49e-920cf4b77e5c · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Foundations for an empirically determined scale of trust in automated systems,
Reference 75
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 956f38d9-0ed7-46b1-9b4d-186790ec56e4 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Development and validation of two instruments measuring intrinsic, extraneous, and germane cognitive load,
Reference 76
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 c294b4ae-3ecd-40a9-8366-c99d6cc27f8a · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Designing for appropriate reliance: The roles of ai uncertainty presentation, initial user decision, and user demographics in ai-assisted decision-making,
Reference 77
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 cb0f07ab-3077-407c-a9a6-c2a86b8a6a79 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Mix and match: Charac- terizing heterogeneous human behavior in ai-assisted decision making,
Reference 78
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 332ac6d9-89c8-4c28-9f76-56886c405674 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5c61284-ff38-49ed-b99a-24caf65233c6 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 80
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 e879568a-8830-47a9-a421-91ee88be3872 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) See Figure 15 to see how participants were told they could use it
Reference 81
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 0e1e7ba7-a687-4b06-ad8b-69b1c799d9ff · outbound
Reference 82
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 8e2f8a3c-7ae0-46d8-8b1d-caff08d04984 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) These explanations show each feature’s positive or negative contribution towards the alert being classified into each class (Figure 17)
Reference 83
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 6a4a8dbb-c302-499f-8baa-7ea0da404aa8 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) They will also report their confidence level in the decision and indicate to what extent they relied on the visualisations, explanations, and prior knowledge (Figure 19)
Reference 84
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 58adc53b-1e33-4959-8136-e518e7e4af36 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) We explicitly instructed them that they were rating the AI and the explanations that it generates relative to the task and not their trust in AI in general
Reference 85
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 a0a25ae2-30ec-4f41-a9c3-9ff77b9032a9 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 86
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 ffeb3326-809a-4277-8422-3d3b4e7b5192 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 87
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 320ec379-05ef-48df-8cd5-e6cd538299f9 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 88
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 fcd88e76-d05d-408e-ac6a-6a345a4f70fe · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 89
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 c2251678-26e0-4381-bf72-cea0a16ac7ca · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) This iterative process allows the simulated analysts to learn how to classify alerts efficiently by requesting the most relevant context features
Reference 90
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 881896f8-c122-4417-8423-a88674983a91 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 91
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 bbc33d62-c4fc-4c73-8263-8a37b35d975c · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) 18: Discussion of how to interpret explainability information
Reference 92
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 d988e92f-bbd1-47ce-b34c-1a887794f7b0 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) After training, ContextBuddy can assist analysts by sug- gesting relevant context features for new alerts, effectively Fig
Reference 93
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 528a2947-22ff-4128-af65-f53e2d8054b2 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 94
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 d6a6ec65-44ce-45d4-ba39-756c5022f7e1 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Unresolved cited work
Reference 95
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 a409efc7-9554-420b-8a31-b452767960af · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) This collaboration ensures that the analyst and Con- textBuddy contribute to the alert classification process, leveraging each party’s strengths
Reference 96
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 4b5e2be9-8f95-48dc-9576-9c253bd34ec4 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) Re- call that the results reported in the main paper are aggregated results
Reference 97
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 07673031-9e98-413c-b2af-332c53fe5817 · outbound
ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection) 26: ContextBuddy (AIRL Assistant) Training Process Fig
Reference 98
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 ccdbb4e0-281f-4baa-b1a6-41edc1014e64 · inbound
LLMs, You Can Evaluate It! Design of Multi-perspective Report Evaluation for Security Operation Centers ContextBuddy: AI-Enhanced Contextual Insights for Security Alert Investigation (Applied to Intrusion Detection)
Reference 67
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.