activity
20142024
most citedTowards the Science of Security and Privacy in Machine Learning

193 citations · 341 across the 11 of their papers we have counts for

collaborators
Showing cs.CRShow all

9 papers · 1 filter

cs.CR2024

ParTEETor: A System for Partial Deployments of TEEs within Tor

Rachel King, Quinn Burke, Yohan Beugin +5

The Tor anonymity network allows users such as political activists and those under repressive governments to protect their privacy when communicating over the internet. At the same…

cs.CR202417 cited

A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems

Fangzhou Wu, Ning Zhang, Somesh Jha +2

Large Language Model (LLM) systems are inherently compositional, with individual LLM serving as the core foundation with additional layers of objects such as plugins, sandbox, and…

cs.CR2024

Characterizing the Modification Space of Signature IDS Rules

Ryan Guide, Eric Pauley, Yohan Beugin +2

Signature-based Intrusion Detection Systems (SIDSs) are traditionally used to detect malicious activity in networks. A notable example of such a system is Snort, which compares net…

cs.CR2023

The Efficacy of Transformer-based Adversarial Attacks in Security Domains

Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand +1

Today, the security of many domains rely on the use of Machine Learning to detect threats, identify vulnerabilities, and safeguard systems from attacks. Recently, transformer archi…

cs.CR20231 cited

Systematic Evaluation of Geolocation Privacy Mechanisms

Alban Héon, Ryan Sheatsley, Quinn Burke +4

Location data privacy has become a serious concern for users as Location Based Services (LBSs) have become an important part of their life. It is possible for malicious parties hav…

cs.CR20233 cited

Secure and Trustworthy Computing 2.0 Vision Statement

Patrick McDaniel, Farinaz Koushanfar

The Secure and Trustworthy Computing (SaTC) program within the National Science Foundation (NSF) program serves as the primary instrument for creating novel fundamental science in…