LAAF: A Layered Accountability Architecture Framework for LLM Applications
cs.AI, cs.CR
Submitted: 2026-08-27
Updated: 2026-08-27
Terminology
Sources
- Operationalising Information Security Management: A Procedural Framework Analysis of ISO/IEC 27001:2022 Implementation in a Financial-Technology Organisation
- The Foundation Model Transparency Index
- A Survey of Large Language Models in Cybersecurity
- Towards A Rigorous Science of Interpretable Machine Learning
- Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned
- Retrieval-Augmented Generation for Large Language Models: A Survey
- Generative AI and LLMs in Industry: A text-mining Analysis and Critical Evaluation of Guidelines and Policy Statements Across Fourteen Industrial Sectors
- Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
- Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning
- Teaching Models to Express Their Uncertainty in Words
- FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
- Fine-grained Hallucination Detection and Editing for Language Models
- Benchmarking LLAMA Model Security Against OWASP Top 10 For LLM Applications
- Demystifying the Draft EU Artificial Intelligence Act
- From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents
- Sociotechnical Safety Evaluation of Generative AI Systems
- Hallucination is Inevitable: An Innate Limitation of Large Language Models
- Assessing Adversarial Robustness of Large Language Models: An Empirical Study
- Survey on Evaluation of LLM-based Agents
- Provable Robust Watermarking for AI-Generated Text
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