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~ similar to 2604.03900v1· 20 results

cs.CRcs.NIRecentApr 5, 2026

Search-Bound Proximity Proofs: Binding Encrypted Geographic Search to Zero-Knowledge Verification

Yoshiyuki Ootani

The paper introduces Search-Bound Proximity Proofs (SBPP) to close an authorization provenance gap in encrypted geographic search by binding zero-knowledge proofs to specific search sessions for audit…

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cs.CRcs.AIRecentMay 28, 2026

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing

Yijia Fang, Yiqing Feng, Bingyu Li, Mingxun Zhou

The paper introduces KBF, a low-cost black-box auditing protocol that fingerprints LLM APIs by analyzing stable numerical recall near the knowledge boundary, successfully detecting numerous model subs…

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cs.CRcs.AIRecentMay 28, 2026

KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing

Yijia Fang, Yiqing Feng, Bingyu Li, Mingxun Zhou

The paper introduces KBF, a novel black-box auditing protocol that fingerprints LLM APIs by analyzing stable numerical recall near the knowledge boundary, effectively detecting model substitutions and…

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cs.CRcs.AIRecentApr 8, 2026

MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security

Mehrdad Rostamzadeh, Sidhant Narula, Nahom Birhan, Mohammad Ghasemigol +1 more

The paper introduces a defense-placement taxonomy for the Model Context Protocol (MCP) to systematically analyze security gaps, revealing that many vulnerabilities stem from architectural misalignment…

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cs.CRquant-phRecentMay 4, 2026

Observability for Post-Quantum TLS Readiness: A Multi-Surface Evidence Framework

José Luis Delgado

The paper introduces a multi-surface evidence framework to provide comprehensive observability for post-quantum TLS migration, enabling robust measurement of session behavior and endpoint capabilities…

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cs.CRcs.AIcs.MARecentMay 20, 2026

Heartbeat-Bound Hierarchical Credentials: Cryptographic Revocation for AI Agent Swarms

Saurabh Deochake

The paper introduces Heartbeat-Bound Hierarchical Credentials (HBHC), a cryptographic protocol that revokes AI agent credentials locally and deterministically when the parent agent loses liveness, sig…

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cs.CRcs.LORecentMay 1, 2026

Zero-Knowledge Model Checking

Pascal Berrang, Mirco Giacobbe, Jacob Swales, Xiao Yang

The paper presents a novel technology that uses zero-knowledge proofs to formally verify a software system's correctness against a public specification without revealing the system's internal details.

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cs.MAcs.AIcs.CRRecentApr 24, 2026

Beyond Single-Agent Alignment: Preventing Context-Fragmented Violations in Multi-Agent Systems

Jie Wu, Ming Gong

The paper introduces Distributed Sentinel, a zero-trust architecture that prevents Context-Fragmented Violations (CFVs) in multi-agent systems by propagating security state across departmental boundar…

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cs.CRRecentMay 21, 2026

A First Measurement Study on Authentication Security in Real-World Remote MCP Servers

Huijun Zhou, Xiaohan Zhang, Haozhe Zhang, Haoyang Zhang +2 more

This study provides the first measurement of authentication security in real-world remote Model Context Protocol (MCP) servers, finding pervasive and critical authentication weaknesses, particularly i…

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cs.CRRecentMar 30, 2026

Attesting LLM Pipelines: Enforcing Verifiable Training and Release Claims

Zhuoran Tan, Jeremy Singer, Christos Anagnostopoulos

The paper proposes an attestation-aware promotion gate to mitigate supply-chain risks in LLM pipelines by cryptographically verifying and enforcing claims about training and release artifacts before d…

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cs.CRcs.AIRecentApr 28, 2026

From CRUD to Autonomous Agents: Formal Validation and Zero-Trust Security for Semantic Gateways in AI-Native Enterprise Systems

Ignacio Peyrano

The paper proposes a Semantic Gateway and a Zero-Trust security model to formally validate and secure autonomous AI agents operating in enterprise systems, achieving a 100% discovery rate of unauthori…

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cs.CRRecentMar 29, 2026

Decentralized Proof-of-Location for Content Provenance: Towards Capture-Time Authenticity

Eduardo Brito, Fernando Castillo, Amnir Hadachi, Ulrich Norbisrath +1 more

The paper proposes a decentralized, witnessing-zone architecture that enhances Proof-of-Location (PoL) to provide robust, auditable evidence of physical events, thereby improving sensor data trustwort…

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cs.CRcs.AIRecentApr 7, 2026

A Formal Security Framework for MCP-Based AI Agents: Threat Taxonomy, Verification Models, and Defense Mechanisms

Nirajan Acharya, Gaurav Kumar Gupta

The paper introduces MCPSHIELD, a comprehensive formal security framework that systematically characterizes and provides a defense-in-depth architecture for the rapidly adopted but insecure Model Cont…

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cs.CRcs.LGRecentMar 19, 2026

Towards Verifiable AI with Lightweight Cryptographic Proofs of Inference

Pranay Anchuri, Matteo Campanelli, Paul Cesaretti, Rosario Gennaro +3 more

The paper introduces a lightweight, sampling-based cryptographic protocol for verifiable AI inference that drastically reduces proving overhead from minutes to milliseconds by leveraging statistical p…

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cs.CRcs.SEquant-phRecentApr 8, 2026

Broken Quantum: A Systematic Formal Verification Study of Security Vulnerabilities Across the Open-Source Quantum Computing Simulator Ecosystem

Dominik Blain

The paper presents Broken Quantum, a comprehensive formal security audit that identifies 547 security vulnerabilities across 45 open-source quantum computing simulators, revealing critical flaws in me…

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cs.NIcs.CRcs.LGRecentMay 24, 2026

Device Context Protocol: A Compact, Safety-First Architecture for LLM-Driven Control of Constrained Devices

Dongxu Yang

The Device Context Protocol (DCP) introduces a compact, safety-first communication standard designed to allow LLMs to reliably control resource-constrained physical microcontrollers, significantly imp…

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cs.CRcs.MARecentJun 4, 2026

ZERO-APT: A Closed-Loop Adversarial Framework for LLM-Driven Automated Penetration Testing under Intelligent Defense

Anlan Zheng, Tiantian Zhu

ZERO-APT introduces a novel closed-loop adversarial framework for automated penetration testing that simulates attacks against an intelligent, real-time defending system, achieving a high attack succe…

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cs.CRRecentMar 27, 2026

Hermes Seal: Zero-Knowledge Assurance for Autonomous Vehicle Communications

Munawar Hasan, Apostol Vassilev, Edward Griffor, Thoshitha Gamage

The paper proposes Hermes Seal, a zk-SNARK framework that enables autonomous vehicles to generate cryptographic proofs of their internal computations and perceptions without revealing sensitive propri…

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cs.CRRecentApr 5, 2026

Semantics Over Syntax: Uncovering Pre-Authentication 5G Baseband Vulnerabilities

Qiqing Huang, Xingyu Wang, Wanda Guo, Guofei Gu +1 more

The paper introduces Constraint-Guided Semantic Testing (ConSeT), a novel framework that systematically finds critical, pre-authentication vulnerabilities in 5G User Equipment (UE) by exploiting seman…

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cs.CRcs.AIRecentMay 31, 2026

SS-ZKR: Spatial-Semantic Zero-Knowledge Routing for Privacy-Preserving Multi-Agent Collaboration

Hassan Touheed

SS-ZKR is a novel, three-mechanism protocol that enables privacy-preserving, content-based semantic routing of agent payloads across organizational trust boundaries without requiring the intermediary…

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