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~ similar to 2605.25332v1· 20 results

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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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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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.CRRecentMay 1, 2026

Self-Adaptive Multi-Agent LLM-Based Security Pattern Selection for IoT Systems

Saeid Jamshidi, Foutse Khomh, Carol Fung, Kawser Wazed Nafi

The paper introduces ASPO, a self-adaptive multi-agent system that uses LLM-based reasoning combined with deterministic optimization to select conflict-free and resource-feasible security mitigation p…

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cs.CRRecentMay 26, 2026

Intent-based Security Management Using the TM Forum TR292I Security Ontology

Loay Abdelrazek

The paper proposes a declarative, autonomous, self-protecting framework for securing complex 5G/6G networks by leveraging a standardized security ontology and automated graph reasoning to neutralize l…

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cs.CRRecentMay 28, 2026

FIDEM: A Standard-Compliant Framework for Secure Binding of MUD Profiles to IoT Devices

Alessandro Lotto, Savio Sciancalepore, Alessandro Brighente, Mauro Conti

FIDEM introduces a standard-compliant framework that uses Zero-Knowledge Proofs to securely bind IoT devices to their Manufacturer Usage Description (MUD) profiles, mitigating risks associated with in…

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cs.CRcs.AIRecentApr 8, 2026

Validated Intent Compilation for Constrained Routing in LEO Mega-Constellations

Yuanhang Li

The paper presents an end-to-end system that translates high-level operator intents into low-level, safe routing constraints for LEO mega-constellations, achieving high accuracy and safety guarantees.

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cs.CRRecentMar 20, 2026

LiteAtt: A Peer-to-Peer Self-Attestation Framework and Handshake Protocol for Connected IoT Devices

Varun Kohli, Biplab Sikdar

LiteAtt introduces a verifier-less, Peer-to-Peer Self-Attestation (P2P-SA) framework for modern IoT MCUs, enabling mutual authentication and firmware attestation directly within the connection handsha…

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cs.CRcs.AIcs.NIRecentApr 19, 2026

Decentralised Trust and Security Mechanisms for IoT Networks at the Edge: A Comprehensive Review

Khandoker Ashik Uz Zaman, Mahdi H. Miraz, Mohammed N. M. Ali

This review comprehensively analyzes state-of-the-art decentralized trust and security mechanisms, concluding that while these approaches enhance privacy and resilience for IoT edge networks, challeng…

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cs.CRcs.AIcs.MARecentApr 16, 2026

Public and private blockchain for decentralized digital building twins and building automation system

Reachsak Ly, Alireza Shojaei

This paper proposes a decentralized, blockchain-based protocol using both public and private blockchains to enhance the cyber resilience and security of IoT data transfer for digital building twins an…

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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.NIRecentMay 29, 2026

MeshGuard: MUD-Based Network Access Control for Large-Scale Thread-Powered IoT Networks

Dominik Roy George, Wouter van Hoof, Habib Mostafaei, Savio Sciancalepore

MeshGuard is a framework that extends MUD-based network access control to complex, large-scale Thread IoT networks by adapting the MLE protocol and using SDN for scalable policy enforcement.

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cs.CRcs.AIRecentMay 4, 2026

APIOT: Autonomous Vulnerability Management Across Bare-Metal Industrial OT Networks

Adel ElZemity, Budi Arief, Shujun Li, Calvin Brierley +5 more

The paper introduces APIOT, the first LLM framework capable of autonomously performing the full discovery, exploitation, patching, and verification cycle against bare-metal industrial OT devices.

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cs.CRRecentApr 23, 2026

Physically Unclonable Functions for Secure IoT Authentication and Hardware-Anchored AI Model Integrity

Maryam Taghi Zadeh, Mohsen Ahmadi

This survey reviews hardware-rooted trust mechanisms, such as PUFs and TPMs, demonstrating that hardware-based solutions are superior to software-only methods for ensuring secure authentication and AI…

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cs.CRRecentApr 9, 2026

Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the LLM Supply Chain

Hanzhi Liu, Chaofan Shou, Hongbo Wen, Yanju Chen +2 more

This paper systematically analyzes the threat posed by malicious third-party API routers in the LLM supply chain, finding that a significant number of routers actively perform payload injection, crede…

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cs.CRcs.DCRecentMar 24, 2026

n-VM: A Multi-VM Layer-1 Architecture with Shared Identity and Token State

Jian Sheng Wang

The paper proposes n-VM, a novel Layer-1 architecture that unifies multiple heterogeneous virtual machines (VMs) onto a shared consensus and state layer, solving cross-chain fragmentation issues.

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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.CRcs.AIcs.LGRecentApr 8, 2026

Semantic Intent Fragmentation: A Single-Shot Compositional Attack on Multi-Agent AI Pipelines

Tanzim Ahad, Ismail Hossain, Md Jahangir Alam, Sai Puppala +3 more

The paper introduces Semantic Intent Fragmentation (SIF), an attack class demonstrating that multi-agent AI orchestrators can violate security policies through a composition of individually benign sub…

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cs.CRRecentMay 26, 2026

The Fault in Our Drafts: Vulnerabilities in RPKI Specification and Software

Oliver Jacobsen, Tobias Kirsch, Haya Schulmann, Niklas Vogel +1 more

This paper analyzes RPKI specifications, demonstrating that vague or conflicting requirements in dozens of RFCs cause systemic vulnerabilities in real-world implementations, leading to 61 undocumented…

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