arXiv cs.CR·8d agoHE-Guardrail: A Homomorphic Guardrail Against Jailbreak Attacks for Encrypted Large Language Model Inference#homomorphic-encryption#jailbreak#llmAI safety & security
arXiv cs.CR·9d agoBatched Paillier-Based Hamming-Distance Computation over Binary Embeddings#paillier#homomorphic-encryption#hamming-distanceResearch
arXiv cs.CR·10d agoSEEK: Secure and Efficient Encrypted Keyword Search For Privacy-Preserving Messaging Protocols#e2ee#homomorphic-encryption#keyword-searchResearch
arXiv cs.CR·11d agoROSETTA: Efficient and Accurate Privacy-Preserving LLM Decoding via Hybrid CKKS/TFHE Evaluation#ckks#cryptography#homomorphic-encryptionResearch1
arXiv cs.CR·11d agoOptiPrime: Optimizing Private Inference through Protocol-Hardware Co-design#dnn#hardware-acceleration#homomorphic-encryptionResearch
arXiv cs.AI / cs.LG / cs.CL·12d agoPrivacy-enhanced federated learning via asynchronous aggregation and local differential perturbation#differential-privacy#distributed-training#fedavgAI research
arXiv cs.CR·15d agoSubgroup Packing for Batched PASTA Transciphering#cryptography#helib#homomorphic-encryptionResearch1
arXiv cs.CR·16d agoAn Open-Source End-to-End FHE Implementation for Privacy-Preserving Llama 3 8B Inference#ckks#confidential-computing#fheResearch
arXiv cs.CR·23d agoMemory-Efficient Designs for Word-Wise Universal Fully Homomorphic Encryption#ciphertext-compression#cryptography#homomorphic-encryptionResearch
Help Net Security·Aug 18, 2026Google’s open-source HEIR lets AI work with data it can’t see#compiler#cryptography#fhe 2 min