Cover Image

A Systematic Review of Algorithmic Red Teaming Methodologies for Assurance and Security of AI Applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Srivastava, Shruti, Janardhan, Kiranmayee, Jauhari, Shaurya
Format:	Preprint
Published:	2026
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

BlackIce: A Containerized Red Teaming Toolkit for AI Security Testing
by: Kaplan, Caelin, et al.
Published: (2025)

Red Teaming AI Red Teaming
by: Majumdar, Subhabrata, et al.
Published: (2025)

Red-Teaming Agent Execution Contexts: Open-World Security Evaluation on OpenClaw
by: Yao, Hongwei, et al.
Published: (2026)

PRM-Free Security Alignment of Large Models via Red Teaming and Adversarial Training
by: Du, Pengfei
Published: (2025)

Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours
by: Dheekonda, Raja Sekhar Rao, et al.
Published: (2026)

PyRIT: A Framework for Security Risk Identification and Red Teaming in Generative AI System
by: Munoz, Gary D. Lopez, et al.
Published: (2024)

Red-Teaming Claude Opus and ChatGPT-based Security Advisors for Trusted Execution Environments
by: Mukherjee, Kunal, et al.
Published: (2026)

Red-Teaming Coding Agents from a Tool-Invocation Perspective: An Empirical Security Assessment
by: Xie, Yuchong, et al.
Published: (2025)

ClawTrap: A MITM-Based Red-Teaming Framework for Real-World OpenClaw Security Evaluation
by: Zhao, Haochen, et al.
Published: (2026)

Red Teaming Large Reasoning Models
by: Chen, Jiawei, et al.
Published: (2025)

From Firewalls to Frontiers: AI Red-Teaming is a Domain-Specific Evolution of Cyber Red-Teaming
by: Sinha, Anusha, et al.
Published: (2025)

AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
by: Zhou, Andy, et al.
Published: (2025)

Securing AI Agents with Information-Flow Control
by: Costa, Manuel, et al.
Published: (2025)

A Red Teaming Roadmap Towards System-Level Safety
by: Wang, Zifan, et al.
Published: (2025)

Autonomous Intelligent Agents for Natural-Language-Driven Web Execution with Integrated Security Assurance
by: Pasupuleti, Vinil, et al.
Published: (2026)

Large Language Models for Cyber Security: A Systematic Literature Review
by: Xu, Hanxiang, et al.
Published: (2024)

Proteus: A Self-Evolving Red Team for Agent Skill Ecosystems
by: Zhou, Zhaojiacheng
Published: (2026)

IPI-proxy: An Intercepting Proxy for Red-Teaming Web-Browsing AI Agents Against Indirect Prompt Injection
by: Chia-Pei, et al.
Published: (2026)

RedTeamLLM: an Agentic AI framework for offensive security
by: Challita, Brian, et al.
Published: (2025)

MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring
by: Jotautaitė, Monika, et al.
Published: (2026)

Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers
by: Albanese, Massimiliano, et al.
Published: (2025)

A Systematic Review of Security Vulnerabilities in Smart Home Devices and Mitigation Techniques
by: Alzaylaee, Mohammed K.
Published: (2025)

Offensive Security for AI Systems: Concepts, Practices, and Applications
by: Harguess, Josh, et al.
Published: (2025)

ASTRIDE: A Security Threat Modeling Platform for Agentic-AI Applications
by: Bandara, Eranga, et al.
Published: (2025)

Red Teaming Methodology for Design Obfuscation
by: Liu, Yuntao, et al.
Published: (2025)

Incalmo: An Autonomous LLM-assisted System for Red Teaming Multi-Host Networks
by: Singer, Brian, et al.
Published: (2025)

Meta-Sealing: A Revolutionizing Integrity Assurance Protocol for Transparent, Tamper-Proof, and Trustworthy AI System
by: Krishnamoorthy, Mahesh Vaijainthymala
Published: (2024)

Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
by: Rawat, Ambrish, et al.
Published: (2024)

Security Risks in Tool-Enabled AI Agents: A Systematic Analysis of Privileged Execution Environments
by: Goel, Hardik
Published: (2026)

Building A Secure Agentic AI Application Leveraging A2A Protocol
by: Habler, Idan, et al.
Published: (2025)

Breaking the Code: Security Assessment of AI Code Agents Through Systematic Jailbreaking Attacks
by: Saha, Shoumik, et al.
Published: (2025)

Whispers of Wealth: Red-Teaming Google's Agent Payments Protocol via Prompt Injection
by: Debi, Tanusree, et al.
Published: (2026)

When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models
by: Ou, Haoran, et al.
Published: (2025)

Large Empirical Case Study: Go-Explore adapted for AI Red Team Testing
by: Bhatt, Manish, et al.
Published: (2025)

MUZZLE: Adaptive Agentic Red-Teaming of Web Agents Against Indirect Prompt Injection Attacks
by: Syros, Georgios, et al.
Published: (2026)

CORVUS: Red-Teaming Hallucination Detectors via Internal Signal Camouflage in Large Language Models
by: Min, Nay Myat, et al.
Published: (2026)

Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities
by: Ferrag, Mohamed Amine, et al.
Published: (2024)

Trojan Horses in Recruiting: A Red-Teaming Case Study on Indirect Prompt Injection in Standard vs. Reasoning Models
by: Wirth, Manuel
Published: (2026)

Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions -- A Systematic Review
by: Ali, Md Shahin, et al.
Published: (2024)

Security of AI Agents
by: He, Yifeng, et al.
Published: (2024)