No out-of-band channel: StOMR sets up shared state for OMR and shrinks sender signals in anonymous comms.
trending46
01 02 BOLT-FHE: An Efficient Unified Framework for GPU-based TFHE Bootstrapping via On-Chip Local Tiling Strategies eprint.iacr.orgBootstrapping gets fused into one GPU megakernel here, because apparently TFHE needed fewer global memory trips.03 CAROUSEL paper: FHE private vector search that scores the whole corpus, sketches encrypted scores, and farms it out to GPUs.04 Paper on parallel radix digit decomposition and sign evaluation for CKKS, with log-depth carry fix and fewer moduli, alas.05 AR-HE fixes bootstrap placement for encrypted LLM decoding, plus encrypted token lookup and KV cache to cut the usual HE pain.06 Output Policies for Anomaly Detection with Homomorphic Encryption: Threshold Resolution, Decision Preservation, and Numerical Stability eprint.iacr.orgPaper on HE anomaly detection output policies, balancing threshold leakage, decision preservation, and CKKS stability. Fun times.07 One round for threshold XMSS and SPHINCS+, using FHE to fake signing while staying RFC 8391/FIPS 205 compatible.08 DP tabular foundation models are here, with PrivTab baking the privacy mechanism into the model instead of bolting it on.09 Blog post on hotword detection over encrypted audio, with a browser demo and a peek at Belfort's HEIR-backed eML stack.10 FBAN: A Fully Homomorphic Encryption Compatible Bottleneck Attention Network for Privacy-Preserving Behavioral Authentication arxiv.orgCan a bottleneck attention net survive TFHE and still authenticate users on encrypted touch traces?11 HE-OFT papers over federated fine-tuning with CKKS, LoRA, and a classifier head, so nobody gets to see the model.12 Can a Cortex-M55 really do BFV client-side crypto, or are the Helium vectors just doing the screaming?13 Paper on R statistical modeling with FHE via openfhe.R/homomorpheR, from Cox regression to similarity search, because plaintext is overra...14 Jambon cuts threshold FHE decryption chatter with deterministic rounding, then proves UC security for BFV.15 Seed size gets smaller again, now for matrix triples, via PCGs from QASD and a twisted-algebra variant.16 TFHE bootstrapping gets an offline lattice search plus LUT shifting, so the online path stays boring while noise drops.17 In-place NTTs that leave packed FHE in automorphism-friendly order, so shifts/swaps replace a real automorphism unit.18 X thread comparing Zama and Arcium, plus FHE vs MPC, Ethereum vs Solana, and the usual tokenomics theater.19 The annoying part of multi-value bootstrapping is the output noise, and this paper puts it in a covariance model.20 Constant-rate certified deletion for BB84 and coset-state crypto, finally ditching linear qubits-per-bit overhead.21 Monad newsletter on mainnet v0.16.4, PropAMM, routing, encrypted mempool, and PQ roadmap, because calendars need more acronyms.22 Combining Homomorphic Encryption and Differential Privacy in Federated Learning for Model Inspection and Availability arxiv.orgPaper glues HE training to DP for model inspection/release in FL, then claims better FEMNIST utility/privacy than DP-only.23 Argues permissionless networks can meet AML and sanctions rules, then tours ZK, FHE, and confidential wallets.24 Homomorphic Advantage Operator: Stabilizing Reinforcement Learning Under Fully Homomorphic Encryption Constraints arxiv.orgHAO stabilizes RL under FHE with a linear centering projection, dodging extra depth and bootstrapping.25 Classical-only upload for quantum ciphertexts, with public certified deletion under LWE in the plain model, because apparently quantum is...26 Public benchmark board comparing OpenFHE 1.4.2, 1.5.1, and 1.6.0 on the same sign workload.27 28 Levis does MKFHE in the plain model without key-extension, and even has a smaller variant that trims the chatter.29 GL cuts ciphertext matrix mult from 38 min to 12.67 s in this benchmark, on matched hardware and params.30 Paper on FHE Transformer inference with CKKS depth budgeting and faster attention/softmax. Naturally, depth is the hobby.