PEPR '26 - Private Tuning of LLMs in Practice: From VaultGemma to Custom Fine-Tuning - 惯性聚合

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Open Access at USENIX PEPR '26 - Training Developers' Privacy Awareness with Enforcement Cases PEPR '26 - Scaling Privacy Threat Modeling: From Architects to Developers PEPR '26 - Privacy Review for Non-Maniacs PEPR '26 - V.O.I.C.E.: A Data-Driven Risk Taxonomy for Synthetic Voice Generation PEPR '26 - Privacy in Theory, Bugs in Practice: Grey-Box Testing for Differential Privacy Libraries PEPR '26 - Mapping the Privacy Workforce in the AI Era PEPR '26 - The Emperor's New Embeddings: Obfuscating ML Inputs Doesn't Provide Privacy PEPR '26 - Shadow Data in Tool Calls: The Privacy Leak Hiding in Plain Sight PEPR '26 - Private AI: Building Trust Through Verifiable Computation PEPR '26 - Surfacing Hidden Privacy Risks in Code: Lessons from LLM and Retrieval Assisted Detection PEPR '26 - Production Multi-Party Computation via the Distributed Aggregation Protocol PEPR '26 - Adopting AI in Local Government with Privacy and Equity in Mind: A Case Study of the... PEPR '26 - The Disposable Identity: Eliminating Non-Human Identity Risk in Federal Healthcare... PEPR '26 - Designing for Civic Trust: An Infrastructure to Help Long Beach Residents Manage Their... NSDI '26 - REAL: Emulating Control Plane at Simulator’s Cost NSDI '26 - Geminet: Learning the Duality-based Topology-Agnostic Update Operator for Lightweight... NSDI '26 - Skyline: A Cloud Centric Internet Monitoring Engine NSDI '26 - Heuristic Analysis from Source Code via Symbolic-Guided Optimization NSDI '26 - Co-Designing Traffic Control with NVMe-oF for Disaggregated Storage: A Comparative Study NSDI '26 - A Composable Emulation Framework for Whitebox Switches USENIX Security '24 - Inference of Error Specifications and Bug Detection Using Structural... NSDI '26 - Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation NSDI '26 - Syntra: Synthesizing Cross-Layer Controllers for Low-Latency Video Streaming NSDI '26 - Net-P4ct: Enhanced WAN Bandwidth Fair Sharing Using P4 Programmable Switches NSDI '26 - KRAKENGUARD: Towards Fine-Grained eBPF Isolation NSDI '26 - OneSidedMW: Managing Disaggregated Memory Efficiently, Flexibly, and Securely with RNIC NSDI '26 - Cost-effective and Reliable Global Internet Peering with Programmable Switches NSDI '26 - Medley: Optimizing Midgress Bandwidth for Commercial Live Streaming CDNs NSDI '26 - HeteCCL: Synthesizing Near-Optimal Collective Communication Schedules for Heterogeneous NSDI '26 - Mitigating CPU Frontend for Complex Data Plane Applications - YouTube - YouTube - YouTube NSDI '26 - FAST: An Efficient Scheduler for All-to-All GPU Communication - YouTube NSDI '26 - HCDN: Coordinated Stream Scheduling for Cost-Effective Live Video Delivery SREcon26 Americas - The Ironies of AI² - YouTube - YouTube SREcon26 Americas - Taming the Unpredictable: Reliability in Chaos - YouTube - YouTube SREcon26 Americas - AI Agents for Incident Investigation: The Good, The Bad, and The Ugly - YouTube - YouTube SREcon26 Americas - Escaping Version Skew: Formalizing Compatibility in a World of Partial Rollouts SREcon26 Americas - The Zero Trust Odyssey: Our Journey to Modernize Internal Access SREcon26 Americas - Building SRE Culture (without SREs, Technically) SREcon26 Americas - The Case of the Misnamed Cities: CAST Analysis of a Google Maps Incident - YouTube - YouTube

PEPR '26 - Private Tuning of LLMs in Practice: From VaultGemma to Custom Fine-Tuning

USENIX · 2026-06-19 · via USENIX

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