AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Dawson, Ads, Mulla, Rob, Landers, Nick, Caldwell, Shane |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Automation Advantage in AI Red Teaming
by: Mulla, Rob, et al.
Published: (2025)
by: Mulla, Rob, et al.
Published: (2025)
Predicting Known Vulnerabilities from Attack Descriptions Using Sentence Transformers
by: Othman, Refat
Published: (2026)
by: Othman, Refat
Published: (2026)
AegisShield: Democratizing Cyber Threat Modeling with Generative AI
by: Grofsky, Matthew
Published: (2025)
by: Grofsky, Matthew
Published: (2025)
Multilingual AI-Driven Password Strength Estimation with Similarity-Based Detection
by: Palaniappan, Nikitha M., et al.
Published: (2026)
by: Palaniappan, Nikitha M., et al.
Published: (2026)
Evaluating the Reliability of Digital Forensic Evidence Discovered by Large Language Model: A Case Study
by: Khatiwala, Jeel Piyushkumar, et al.
Published: (2026)
by: Khatiwala, Jeel Piyushkumar, et al.
Published: (2026)
Towards Agentic Investigation of Security Alerts
by: Eilertsen, Even, et al.
Published: (2026)
by: Eilertsen, Even, et al.
Published: (2026)
AgentSentry: Mitigating Indirect Prompt Injection in LLM Agents via Temporal Causal Diagnostics and Context Purification
by: Zhang, Tian, et al.
Published: (2026)
by: Zhang, Tian, et al.
Published: (2026)
Governance Architecture for Autonomous Agent Systems: Threats, Framework, and Engineering Practice
by: Ge, Yuxu
Published: (2026)
by: Ge, Yuxu
Published: (2026)
Refusal Evaluation in Coding LLMs and Code Agents: A Systematic Review of Thirteen Malicious-Code Prompt Corpora (2023-2025)
by: Young, Richard J., et al.
Published: (2026)
by: Young, Richard J., et al.
Published: (2026)
MASH: Evading Black-Box AI-Generated Text Detectors via Style Humanization
by: Gu, Yongtong, et al.
Published: (2026)
by: Gu, Yongtong, et al.
Published: (2026)
Benchmarking Large Language Models for IoC Recovery under Adversarial Code Obfuscation and Encryption
by: Morales, Jaime, et al.
Published: (2026)
by: Morales, Jaime, et al.
Published: (2026)
Code as a Weapon: A Consensus-Labeled Prompt Bank for Measuring Coding-Model Compliance with Malicious-Code Requests
by: Young, Richard J., et al.
Published: (2026)
by: Young, Richard J., et al.
Published: (2026)
SBASH: a Framework for Designing and Evaluating RAG vs. Prompt-Tuned LLM Honeypots
by: Adebimpe, Adetayo, et al.
Published: (2025)
by: Adebimpe, Adetayo, et al.
Published: (2025)
Measuring Harmfulness of Computer-Using Agents
by: Tian, Aaron Xuxiang, et al.
Published: (2025)
by: Tian, Aaron Xuxiang, et al.
Published: (2025)
Countermind: A Multi-Layered Security Architecture for Large Language Models
by: Schwarz, Dominik
Published: (2025)
by: Schwarz, Dominik
Published: (2025)
AI Bill of Materials and Beyond: Systematizing Security Assurance through the AI Risk Scanning (AIRS) Framework
by: Nathanson, Samuel, et al.
Published: (2025)
by: Nathanson, Samuel, et al.
Published: (2025)
Safeguarding Virtual Healthcare: A Novel Attacker-Centric Model for Data Security and Privacy
by: Herath, Suvineetha, et al.
Published: (2024)
by: Herath, Suvineetha, et al.
Published: (2024)
A Secure, Manifest-Based Framework for Delegated Privilege Promotion
by: Chowdhury, Rajarshi, et al.
Published: (2026)
by: Chowdhury, Rajarshi, et al.
Published: (2026)
CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environments
by: Keppler, Gustav, et al.
Published: (2026)
by: Keppler, Gustav, et al.
Published: (2026)
Send to which account? Evaluation of an LLM-based Scambaiting System
by: Siadati, Hossein, et al.
Published: (2025)
by: Siadati, Hossein, et al.
Published: (2025)
Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps
by: Chona, Alankrit, et al.
Published: (2026)
by: Chona, Alankrit, et al.
Published: (2026)
A Validated Prompt Bank for Malicious Code Generation: Separating Executable Weapons from Security Knowledge in 1,554 Consensus-Labeled Prompts
by: Young, Richard J., et al.
Published: (2026)
by: Young, Richard J., et al.
Published: (2026)
Security Considerations for Multi-agent Systems
by: Nguyen, Tam, et al.
Published: (2026)
by: Nguyen, Tam, et al.
Published: (2026)
Same Payload, Different Channel: Measuring Trust Asymmetry in Tool-Using Language Models
by: Syed, Mohammed Sameer, et al.
Published: (2026)
by: Syed, Mohammed Sameer, et al.
Published: (2026)
SALLIE: Safeguarding Against Latent Language & Image Exploits
by: Azov, Guy, et al.
Published: (2026)
by: Azov, Guy, et al.
Published: (2026)
Towards Modeling Cybersecurity Behavior of Humans in Organizations
by: Kürtz, Klaas Ole
Published: (2026)
by: Kürtz, Klaas Ole
Published: (2026)
$δ$-STEAL: LLM Stealing Attack with Local Differential Privacy
by: Dang, Kieu, et al.
Published: (2025)
by: Dang, Kieu, et al.
Published: (2025)
RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks
by: Chakraborty, Amit, et al.
Published: (2025)
by: Chakraborty, Amit, et al.
Published: (2025)
Semantic Superiority vs. Forensic Efficiency: A Comparative Analysis of Deep Learning and Psycholinguistics for Business Email Compromise Detection
by: Adjei, Yaw Osei, et al.
Published: (2025)
by: Adjei, Yaw Osei, et al.
Published: (2025)
Dr. Jekyll and Mr. Hyde: Two Faces of LLMs
by: Collu, Matteo Gioele, et al.
Published: (2023)
by: Collu, Matteo Gioele, et al.
Published: (2023)
Kill-Chain Canaries: Stage-Level Tracking of Prompt Injection Across Attack Surfaces and Model Safety Tiers
by: Wang, Haochuan Kevin, et al.
Published: (2026)
by: Wang, Haochuan Kevin, et al.
Published: (2026)
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships
by: Oh, Myung Gyo, et al.
Published: (2024)
by: Oh, Myung Gyo, et al.
Published: (2024)
Sola-Visibility-ISPM: Benchmarking Agentic AI for Identity Security Posture Management Visibility
by: Engelberg, Gal, et al.
Published: (2026)
by: Engelberg, Gal, et al.
Published: (2026)
Can AI Keep a Secret? Contextual Integrity Verification: A Provable Security Architecture for LLMs
by: Gupta, Aayush
Published: (2025)
by: Gupta, Aayush
Published: (2025)
Static Attribution of Android Residential Proxy Malware Using Graph Kernels
by: Clark, Peter, et al.
Published: (2026)
by: Clark, Peter, et al.
Published: (2026)
Toward Secure and Compliant AI: Organizational Standards and Protocols for NLP Model Lifecycle Management
by: Arora, Sunil, et al.
Published: (2025)
by: Arora, Sunil, et al.
Published: (2025)
Autonomous Penetration Testing: Solving Capture-the-Flag Challenges with LLMs
by: Bakker, Isabelle, et al.
Published: (2025)
by: Bakker, Isabelle, et al.
Published: (2025)
Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection
by: Lelle, Travis
Published: (2026)
by: Lelle, Travis
Published: (2026)
Privately Fine-Tuned LLMs Preserve Temporal Dynamics in Tabular Data
by: Rosenblatt, Lucas, et al.
Published: (2026)
by: Rosenblatt, Lucas, et al.
Published: (2026)
Adaptive Defense Orchestration for RAG: A Sentinel-Strategist Architecture against Multi-Vector Attacks
by: Pallerla, Pranav, et al.
Published: (2026)
by: Pallerla, Pranav, et al.
Published: (2026)
Similar Items
-
The Automation Advantage in AI Red Teaming
by: Mulla, Rob, et al.
Published: (2025) -
Predicting Known Vulnerabilities from Attack Descriptions Using Sentence Transformers
by: Othman, Refat
Published: (2026) -
AegisShield: Democratizing Cyber Threat Modeling with Generative AI
by: Grofsky, Matthew
Published: (2025) -
Multilingual AI-Driven Password Strength Estimation with Similarity-Based Detection
by: Palaniappan, Nikitha M., et al.
Published: (2026) -
Evaluating the Reliability of Digital Forensic Evidence Discovered by Large Language Model: A Case Study
by: Khatiwala, Jeel Piyushkumar, et al.
Published: (2026)