276 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of MichiganUS28 papers
- Space Telescope Science InstituteUS20 papers
- University of California, Los AngelesUS12 papers
- Texas A&M UniversityUS9 papers
- Université Bourgogne Franche-ComtéFR9 papers
- University of WashingtonUS9 papers
- Heidelberg UniversityDE8 papers
- Michigan State UniversityUS8 papers
- Pennsylvania State UniversityUS8 papers
- Las Cumbres Observatory Global Telescope NetworkUS7 papers
- University of California, BerkeleyUS7 papers
- Cerro Tololo Inter-American ObservatoryCL6 papers
9 papers · 1 filter
SCOUT: A Defense Against Data Poisoning Attacks in Fine-Tuned Language Models
Mohamed Afane, Abhishek Satyam, Ke Chen +3
Backdoor attacks create significant security threats to language models by embedding hidden triggers that manipulate model behavior during inference, presenting critical risks for…
Large Language Models for Power System Security: A Novel Multi-Modal Approach for Anomaly Detection in Energy Management Systems
Aydin Zaboli, Junho Hong, Alexandru Stefanov +2
This paper elaborates on an extensive security framework specifically designed for energy management systems (EMSs), which effectively tackles the dynamic environment of cybersecur…
PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting
Ismat Jarin, Birhanu Eshete
When multiple parties that deal with private data aim for a collaborative prediction task such as medical image classification, they are often constrained by data protection regula…
POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting
Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo +1
Cyber threat intelligence (CTI) is being used to search for indicators of attacks that might have compromised an enterprise network for a long time without being discovered. To hav…
ProPatrol: Attack Investigation via Extracted High-Level Tasks
Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo +1
Kernel audit logs are an invaluable source of information in the forensic investigation of a cyber-attack. However, the coarse granularity of dependency information in audit logs l…
HOLMES: Real-time APT Detection through Correlation of Suspicious Information Flows
Sadegh M. Milajerdi, Rigel Gjomemo, Birhanu Eshete +2
In this paper, we present HOLMES, a system that implements a new approach to the detection of Advanced and Persistent Threats (APTs). HOLMES is inspired by several case studies of…
Linking Received Packet to the Transmitter Through Physical-Fingerprinting of Controller Area Network
Omid Avatefipour, Azeem Hafeez, Muhammad Tayyab +1
The Controller Area Network (CAN) bus serves as a legacy protocol for in-vehicle data communication. Simplicity, robustness, and suitability for real-time systems are the salient f…
Audio Splicing Detection and Localization Using Environmental Signature
Hong Zhao, Yifan Chen, Rui Wang +1
Audio splicing is one of the most common manipulation techniques in the area of audio forensics. In this paper, the magnitudes of acoustic channel impulse response and ambient nois…
Tap-Wave-Rub: Lightweight Malware Prevention for Smartphones Using Intuitive Human Gestures
Haoyu Li, Di Ma, Nitesh Saxena +2
In this paper, we introduce a lightweight permission enforcement approach - Tap-Wave-Rub (TWR) - for smartphone malware prevention. TWR is based on simple human gestures that are v…