🛡️ Privacy-by-Design - shanesveller · Scour

BodhiPromptShield: Pre-Inference Prompt Mediation for Suppressing Privacy Propagation in LLM/VLM Agents 🔐MLS Protocol

arxiv.org·20h

Which Privacy Blanket is Optimal in the Shuffle Model? 🔐Post-Quantum Crypto

eprint.iacr.org·2d

Toward Provable Security in Anamorphic Extension: New Constructions and Analysis 🔑Functional Encryption

eprint.iacr.org·6d

Understanding User Privacy Perceptions of GenAI Smartphones #️⃣BLAKE3

arxiv.org·20h

Verification Facade: Masquerading Insecure Cryptographic Implementations as Verified Code 🔐Post-Quantum Crypto

eprint.iacr.org·2d

Identifying Privacy Concerns in Upcoming Software Release: A Peek into the Future 🎭Anonymous Credentials

arxiv.org·5d

Your LLM Agent Can Leak Your Data: Data Exfiltration via Backdoored Tool Use 🔐MLS Protocol

arxiv.org·20h

Digital Privacy in IoT: Exploring Challenges, Approaches and Open Issues 🔑Functional Encryption

arxiv.org·1d

On Optimal Information-Theoretic Security in Symmetric Encryption under Low-Entropy Keys 🔐Post-Quantum Crypto

eprint.iacr.org·6d

Feature-Aware Anisotropic Local Differential Privacy for Utility-Preserving Graph Representation Learning in Metal Additive Manufacturing 🔐Zero-knowledge

arxiv.org·20h

ComPrivDet: Efficient Privacy Object Detection in Compressed Domains Through Inference Reuse #️⃣BLAKE3

arxiv.org·1d

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing 🔌LSP

arxiv.org·20h

Styx: Collaborative and Private Data Processing With TEE-Enforced Sticky Policy 🌐Distributed Consensus

arxiv.org·1d

Investigating Ethical Data Communication with Purrsuasion: An Educational Game about Negotiated Data Disclosure 🔑Cryptography

arxiv.org·20h

DISCO-TAB: A Hierarchical Reinforcement Learning Framework for Privacy-Preserving Synthesis of Complex Clinical Data 🔑Functional Encryption

arxiv.org·5d

ProtoGuard-SL: Prototype Consistency Based Backdoor Defense for Vertical Split Learning #️⃣BLAKE3

arxiv.org·1d

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

arxiv.org·1d

Inference-Aware & Privacy-Preserving Deletion in Databases 🌲Persistent Data Structures

arxiv.org·6d

A Faceted Classification of Authenticator-Centric Authentication Techniques 🔑Functional Encryption

arxiv.org·1d

Context-Binding Gaps in Stateful Zero-Knowledge Proximity Proofs: Taxonomy, Separation, and Mitigation 🔐Zero-knowledge

arxiv.org·1d

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