20 results for “regulatory compliance”
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The paper proposes a Regulatory Compliance Protocol (RCP) to standardize and provide a regulatory framework for the interoperability and tokenization of assets between traditional and decentralized fi…
This paper provides a systematic regulatory mapping and compliance architecture for AI agents operating under the complex web of EU laws, concluding that high-risk agents with untraceable behavioral d…
ARCHER is a test-driven, multi-agent program-synthesis harness that generates auditable verification code from regulatory Codes of Practice for transparent, adaptable, and scalable compliance checking…
The paper introduces RefWalk, a novel framework designed to improve regulatory compliance question answering by ensuring rigorous citation traceability and explicit per-rule attribution across complex…
This paper reviews recent EU AI regulatory documents to clarify definitions and synthesize current provisions regarding security, privacy, and autonomous agentic AI.
This paper identifies and conceptualizes common and divergent regulatory data protection requirements (RDPRs) worldwide using interviews with legal experts and content analysis of data protection regu…
The paper introduces the Lean-Agent Protocol, a formal verification platform that uses Lean 4 theorem proving to ensure agentic AI actions in finance are mathematically compliant with complex regulati…
This paper analyzes the UK Cyber Security and Resilience Bill, arguing that its comprehensive provisions necessitate a shift away from perimeter-based security models toward a Zero Trust Architecture…
The paper proposes an LLM-enhanced methodology using RAG to automate the creation of security profiles, ensuring compliance with Ukrainian cybersecurity regulations and international best practices.
Yunhan Zhao, Zhaorun Chen, Xingjun Ma, Yu-Gang Jiang +1 more
The paper introduces ML-Bench, a policy-grounded multilingual safety benchmark, and ML-Guard, a superior guardrail model that enables culturally and legally aligned safety assessment for LLMs across 1…
This study benchmarks four local LLMs for natural-language-to-SQL querying in biopharma manufacturing, finding that general-purpose code-tuned models like Llama 3.1 8B and Qwen 2.5 Coder 7B outperform…
Jack Wei Lun Shi, Minghao Dang, Wawan Solihin, Leong Hien Poh +1 more
This paper presents P4IR, a two-stage framework for automated code compliance using supervised fine-tuning and Group Relative Policy Optimization, achieving significant improvements over baselines and…
The paper introduces APLiance, a novel ABAC framework that models privacy policies as access requests and checks their compliance against legal requirements by mapping law sections to ABAC rules.
The paper introduces AICCE, an AI-driven engine that uses generative systems and dual-architecture reasoning to accurately verify IPv6 compliance, overcoming the limitations of traditional rule-based…
This paper identifies Security-Recall Divergence (SRD), demonstrating that omission constraints (prohibitions) decay significantly in long-context LLM conversations, while commission constraints (requ…
The paper proposes a compliance-aware architecture for agentic payments on stablecoin rails that embeds regulatory checks directly into the on-chain execution flow to ensure safe, low-friction transfe…
This paper analyzes the intersection of clinical handling practices and cyberbiosecurity risks associated with both regulated and unregulated (DIY) artificial pancreas systems, highlighting the legal…