AgentSOC: A Multi-Layer Agentic AI Framework for Security Operations Automation
Fuente:
arXiv
Saved in:
| Main Authors: | Roy, Joyjit, Singh, Samaresh Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Security Without Detection: Economic Denial as a Primitive for Edge and IoT Defense
by: Singh, Samaresh Kumar, et al.
Published: (2025)
by: Singh, Samaresh Kumar, et al.
Published: (2025)
Zero-Trust Agentic Federated Learning for Secure IIoT Defense Systems
by: Singh, Samaresh Kumar, et al.
Published: (2025)
by: Singh, Samaresh Kumar, et al.
Published: (2025)
Device-Native Autonomous Agents for Privacy-Preserving Negotiations
by: Roy, Joyjit, et al.
Published: (2026)
by: Roy, Joyjit, et al.
Published: (2026)
AVISE: Framework for Evaluating the Security of AI Systems
by: Lempinen, Mikko, et al.
Published: (2026)
by: Lempinen, Mikko, et al.
Published: (2026)
A Survey on Agentic Security: Applications, Threats and Defenses
by: Shahriar, Asif, et al.
Published: (2025)
by: Shahriar, Asif, et al.
Published: (2025)
PyRIT: A Framework for Security Risk Identification and Red Teaming in Generative AI System
by: Munoz, Gary D. Lopez, et al.
Published: (2024)
by: Munoz, Gary D. Lopez, et al.
Published: (2024)
The Ethics of Interaction: Mitigating Security Threats in LLMs
by: Kumar, Ashutosh, et al.
Published: (2024)
by: Kumar, Ashutosh, et al.
Published: (2024)
Agentic AI for Commercial Insurance Underwriting with Adversarial Self-Critique
by: Roy, Joyjit, et al.
Published: (2026)
by: Roy, Joyjit, et al.
Published: (2026)
Cognitive Control Architecture (CCA): A Lifecycle Supervision Framework for Robustly Aligned AI Agents
by: Liang, Zhibo, et al.
Published: (2025)
by: Liang, Zhibo, et al.
Published: (2025)
Decentralized Multi-Agent Swarms for Autonomous Grid Security in Industrial IoT: A Consensus-based Approach
by: Singh, Samaresh Kumar, et al.
Published: (2026)
by: Singh, Samaresh Kumar, et al.
Published: (2026)
Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents
by: Narajala, Vineeth Sai, et al.
Published: (2025)
by: Narajala, Vineeth Sai, et al.
Published: (2025)
AgentAlign: Navigating Safety Alignment in the Shift from Informative to Agentic Large Language Models
by: Zhang, Jinchuan, et al.
Published: (2025)
by: Zhang, Jinchuan, et al.
Published: (2025)
SafeSearch: Automated Red-Teaming of LLM-Based Search Agents
by: Dong, Jianshuo, et al.
Published: (2025)
by: Dong, Jianshuo, et al.
Published: (2025)
GradingAttack: Exposing Security Vulnerabilities in LLM Based Educational Grading Agents
by: Li, Xueyi, et al.
Published: (2026)
by: Li, Xueyi, et al.
Published: (2026)
LLM for SoC Security: A Paradigm Shift
by: Saha, Dipayan, et al.
Published: (2023)
by: Saha, Dipayan, et al.
Published: (2023)
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants
by: Weiss, Roy, et al.
Published: (2024)
by: Weiss, Roy, et al.
Published: (2024)
AgenticCyber: A GenAI-Powered Multi-Agent System for Multimodal Threat Detection and Adaptive Response in Cybersecurity
by: Roy, Shovan
Published: (2025)
by: Roy, Shovan
Published: (2025)
MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue
by: Wang, Fengxiang, et al.
Published: (2024)
by: Wang, Fengxiang, et al.
Published: (2024)
Adversarial Intent is a Latent Variable: Stateful Trust Inference for Securing Multimodal Agentic RAG
by: Singh, Inderjeet, et al.
Published: (2026)
by: Singh, Inderjeet, et al.
Published: (2026)
SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
by: Chen, Junkai, et al.
Published: (2025)
by: Chen, Junkai, et al.
Published: (2025)
Guarding Your Conversations: Privacy Gatekeepers for Secure Interactions with Cloud-Based AI Models
by: Uzor, GodsGift, et al.
Published: (2025)
by: Uzor, GodsGift, et al.
Published: (2025)
Proof-of-Guardrail in AI Agents and What (Not) to Trust from It
by: Jin, Xisen, et al.
Published: (2026)
by: Jin, Xisen, et al.
Published: (2026)
RvB: Automating AI System Hardening via Iterative Red-Blue Games
by: Huang, Lige, et al.
Published: (2026)
by: Huang, Lige, et al.
Published: (2026)
Agentic JWT: A Secure Delegation Protocol for Autonomous AI Agents
by: Goswami, Abhishek
Published: (2025)
by: Goswami, Abhishek
Published: (2025)
SastBench: A Benchmark for Testing Agentic SAST Triage
by: Feiglin, Jake, et al.
Published: (2026)
by: Feiglin, Jake, et al.
Published: (2026)
When Agents "Misremember" Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
by: Xu, Naen, et al.
Published: (2026)
by: Xu, Naen, et al.
Published: (2026)
NetMoniAI: An Agentic AI Framework for Network Security & Monitoring
by: Zambare, Pallavi, et al.
Published: (2025)
by: Zambare, Pallavi, et al.
Published: (2025)
Toward Autonomous SOC Operations: End-to-End LLM Framework for Threat Detection, Query Generation, and Resolution in Security Operations
by: Saju, Md Hasan, et al.
Published: (2026)
by: Saju, Md Hasan, et al.
Published: (2026)
LanG -- A Governance-Aware Agentic AI Platform for Unified Security Operations
by: Abdennebi, Anes, et al.
Published: (2026)
by: Abdennebi, Anes, et al.
Published: (2026)
Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs
by: Liu, Jinbo, et al.
Published: (2025)
by: Liu, Jinbo, et al.
Published: (2025)
When RAG Chatbots Expose Their Backend: An Anonymized Case Study of Privacy and Security Risks in Patient-Facing Medical AI
by: Madrid-García, Alfredo, et al.
Published: (2026)
by: Madrid-García, Alfredo, et al.
Published: (2026)
IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems
by: Wang, Liwen, et al.
Published: (2025)
by: Wang, Liwen, et al.
Published: (2025)
From Threat Intelligence to Firewall Rules: Semantic Relations in Hybrid AI Agent and Expert System Architectures
by: Bonfanti, Chiara, et al.
Published: (2026)
by: Bonfanti, Chiara, et al.
Published: (2026)
MCP-Guard: A Multi-Stage Defense-in-Depth Framework for Securing Model Context Protocol in Agentic AI
by: Xing, Wenpeng, et al.
Published: (2025)
by: Xing, Wenpeng, et al.
Published: (2025)
Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage
by: Sahay, Rishikesh, et al.
Published: (2026)
by: Sahay, Rishikesh, et al.
Published: (2026)
Security and Privacy Challenges of Large Language Models: A Survey
by: Das, Badhan Chandra, et al.
Published: (2024)
by: Das, Badhan Chandra, et al.
Published: (2024)
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction
by: Zhang, Jinchuan, et al.
Published: (2024)
by: Zhang, Jinchuan, et al.
Published: (2024)
Adversarial Attacks Against Automated Fact-Checking: A Survey
by: Liu, Fanzhen, et al.
Published: (2025)
by: Liu, Fanzhen, et al.
Published: (2025)
Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems
by: Wang, Xiaoqing, et al.
Published: (2025)
by: Wang, Xiaoqing, et al.
Published: (2025)
Towards Small Language Models for Security Query Generation in SOC Workflows
by: Muzammil, Saleha, et al.
Published: (2025)
by: Muzammil, Saleha, et al.
Published: (2025)
Similar Items
-
Security Without Detection: Economic Denial as a Primitive for Edge and IoT Defense
by: Singh, Samaresh Kumar, et al.
Published: (2025) -
Zero-Trust Agentic Federated Learning for Secure IIoT Defense Systems
by: Singh, Samaresh Kumar, et al.
Published: (2025) -
Device-Native Autonomous Agents for Privacy-Preserving Negotiations
by: Roy, Joyjit, et al.
Published: (2026) -
AVISE: Framework for Evaluating the Security of AI Systems
by: Lempinen, Mikko, et al.
Published: (2026) -
A Survey on Agentic Security: Applications, Threats and Defenses
by: Shahriar, Asif, et al.
Published: (2025)