Cover Image

The Path To Autonomous Cyber Defense

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Oesch, Sean, Austria, Phillipe, Chaulagain, Amul, Weber, Brian, Watson, Cory, Dixson, Matthew, Sadovnik, Amir
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Agentic AI and the Cyber Arms Race
by: Oesch, Sean, et al.
Published: (2025)

On the Abuse and Detection of Polyglot Files
by: Koch, Luke, et al.
Published: (2024)

Attacks and Defenses Against LLM Fingerprinting
by: Kurian, Kevin, et al.
Published: (2025)

Multi-Agent Actor-Critics in Autonomous Cyber Defense
by: Wang, Mingjun, et al.
Published: (2024)

Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense
by: Prinos, Kerri, et al.
Published: (2026)

Contextualized AI for Cyber Defense: An Automated Survey using LLMs
by: Haryanto, Christoforus Yoga, et al.
Published: (2024)

Proceedings of the 2nd International Workshop on Adaptive Cyber Defense
by: Carvalho, Marco, et al.
Published: (2023)

Living Off the LLM: How LLMs Will Change Adversary Tactics
by: Oesch, Sean, et al.
Published: (2025)

Defensive Refusal Bias: How Safety Alignment Fails Cyber Defenders
by: Campbell, David, et al.
Published: (2026)

Building Better Environments for Autonomous Cyber Defence
by: Hicks, Chris, et al.
Published: (2026)

The Impact of AI on the Cyber Offense-Defense Balance and the Character of Cyber Conflict
by: Lohn, Andrew J.
Published: (2025)

Uplifted Attackers, Human Defenders: The Cyber Offense-Defense Balance for Trailing-Edge Organizations
by: Murphy, Benjamin, et al.
Published: (2025)

CybORG++: An Enhanced Gym for the Development of Autonomous Cyber Agents
by: Emerson, Harry, et al.
Published: (2024)

JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification
by: Wang, Xi, et al.
Published: (2026)

Countering Autonomous Cyber Threats
by: Heckel, Kade M., et al.
Published: (2024)

PocketAgents: A Manifest-Driven Library of Autonomous Defense Agents
by: Barbieri, Sidnei, et al.
Published: (2026)

Decoding FL Defenses: Systemization, Pitfalls, and Remedies
by: Khan, Momin Ahmad, et al.
Published: (2025)

Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning
by: Nyberg, Jakob, et al.
Published: (2024)

Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning
by: Goel, Diksha, et al.
Published: (2024)

DeepXplain: XAI-Guided Autonomous Defense Against Multi-Stage APT Campaigns
by: Phan, Trung V., et al.
Published: (2026)

Agentic AI for Autonomous Defense in Software Supply Chain Security: Beyond Provenance to Vulnerability Mitigation
by: Syed, Toqeer Ali, et al.
Published: (2025)

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense
by: Panigrahi, Damodar, et al.
Published: (2024)

AEGIS: White-Box Attack Path Generation using LLMs and Training Effectiveness Evaluation for Large-Scale Cyber Defence Exercises
by: Tung, Ivan K., et al.
Published: (2026)

Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agents
by: Samaddar, Ankita, et al.
Published: (2024)

Towards Production-Worthy Simulation for Autonomous Cyber Operations
by: Tholl, Konur, et al.
Published: (2025)

PoolFlip: A Multi-Agent Reinforcement Learning Security Environment for Cyber Defense
by: Cadet, Xavier, et al.
Published: (2025)

Technique Inference Engine: A Recommender Model to Support Cyber Threat Hunting
by: Turner, Matthew J., et al.
Published: (2025)

HonestCyberEval: An AI Cyber Risk Benchmark for Automated Software Exploitation
by: Ristea, Dan, et al.
Published: (2024)

SoK: The Last Line of Defense: On Backdoor Defense Evaluation
by: Abad, Gorka, et al.
Published: (2025)

The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?
by: Bhatt, Manish, et al.
Published: (2026)

Large Language Models are Autonomous Cyber Defenders
by: Castro, Sebastián R., et al.
Published: (2025)

Hiding-in-Plain-Sight (HiPS) Attack on CLIP for Targetted Object Removal from Images
by: Daw, Arka, et al.
Published: (2024)

An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
by: Palmer, Gregory, et al.
Published: (2025)

Designing Robust Cyber-Defense Agents with Evolving Behavior Trees
by: Potteiger, Nicholas, et al.
Published: (2024)

The Price of Pessimism for Automated Defense
by: Galinkin, Erick, et al.
Published: (2024)

Data-Driven Falsification of Cyber-Physical Systems
by: Kundu, Atanu, et al.
Published: (2025)

Cyber Threat Intelligence for Artificial Intelligence Systems
by: Krawczyk, Natalia, et al.
Published: (2026)

Agentic AI and the Industrialization of Cyber Offense: Forecast, Consequences, and Defensive Priorities for Enterprises and the Mittelstand
by: Koch, Christopher
Published: (2026)

OSS-CRS: Liberating AIxCC Cyber Reasoning Systems for Real-World Open-Source Security
by: Chin, Andrew, et al.
Published: (2026)

Operationalising Cyber Risk Management Using AI: Connecting Cyber Incidents to MITRE ATT&CK Techniques, Security Controls, and Metrics
by: Sherif, Emad, et al.
Published: (2026)