382 citations · 2.5k across the 96 of their papers we have counts for
4 papers · 2 filters
Data-Plane Security Applications in Adversarial Settings
Liang Wang, Prateek Mittal, Jennifer Rexford
High-speed programmable switches have emerged as a promising building block for developing performant data-plane applications. In this paper, we argue that the resource constraints…
Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture
Xinyu Tang, Saeed Mahloujifar, Liwei Song +4
Membership inference attacks are a key measure to evaluate privacy leakage in machine learning (ML) models. These attacks aim to distinguish training members from non-members by ex…
F-PKI: Enabling Innovation and Trust Flexibility in the HTTPS Public-Key Infrastructure
Laurent Chuat, Cyrill Krähenbühl, Prateek Mittal +1
We present F-PKI, an enhancement to the HTTPS public-key infrastructure (or web PKI) that gives trust flexibility to both clients and domain owners, and enables certification autho…
A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence
Peng Gao, Fei Shao, Xiaoyuan Liu +7
Log-based cyber threat hunting has emerged as an important solution to counter sophisticated cyber attacks. However, existing approaches require non-trivial efforts of manual query…