Automated Differential Privacy Enforcement via Adaptive Kernel Density Estimation (ADPE-KDE) in Streaming Sensor Data
dev.to·1d·
Discuss: DEV
🔐Homomorphic Encryption
Private Set Intersection and other Set Operations in the Third Party Setting
usenix.org·49m
🔐Homomorphic Encryption
Decentralized Proof-of-Location systems for trust, scalability, and privacy
nature.com·1d·
Discuss: Hacker News
🤝Distributed Consensus
Multi-Hop Privacy Propagation for Differentially Private Federated Learning in Social Networks
arxiv.org·1d
🤐Secure Multiparty
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens – 2508.01191v2.pdf
jmason.ie·17h
📏Linear Logic
Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning
arxiv.org·1d
🧠Machine Learning
DeBackdoor: A Deductive Framework for Detecting Backdoor Attacks on Deep Models with Limited Data
usenix.org·49m
🔍Vector Forensics
Understanding Users' Privacy Perceptions Towards LLM's RAG-based Memory
arxiv.org·1d
💻Local LLMs
Preventing Artificially Inflated SMS Attacks through Large-Scale Traffic Inspection
usenix.org·49m
🕵️Network Forensics
Differentiable Cyclic Causal Discovery Under Unmeasured Confounders
arxiv.org·3h
✨Effect Handlers
Federated Learning with Differential Privacy for Edge-Based Anomaly Detection in Industrial IoT
dev.to·2d·
Discuss: DEV
📊Homelab Monitoring
Scaled-Dot-Product Attention as One-Sided Entropic Optimal Transport
arxiv.org·3h
🧠Machine Learning
PROPS: Progressively Private Self-alignment of Large Language Models
arxiv.org·1d
💻Local LLMs
A Deep Dive into AI Inference Platforms – Part 1
procurefyi.substack.com·7h·
Discuss: Substack
⚡Incremental Computation
Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring
arxiv.org·3h
📈Mutual Information
GenHuzz: An Efficient Generative Hardware Fuzzer
usenix.org·49m
🧪RISC-V Fuzzing
Trust as an Abstraction
medium.com·2h·
Discuss: Hacker News
🤖AI Curation
How Graphs Boost LLM Precision and Explainability in Cybersecurity
hackernoon.com·1d
💻Local LLMs
Adaptive Learning for IRS-Assisted Wireless Networks: Securing Opportunistic Communications Against Byzantine Eavesdroppers
arxiv.org·1d
🧠Machine Learning
Subsampling Factorization Machine Annealing
arxiv.org·3h
🌊Streaming Algorithms