Security

Ransomware Detection

1. RøB: Ransomware over Modern Web Browsers [USENIX Security'23]
2. Poster: Data Recovery from Ransomware Attacks via File System Forensics and Flash Translation Layer Data Extraction [CCS'22]
3. Poster: MUSTARD - Adaptive Behavioral Analysis for Ransomware Detection [CCS'22]
4. Wake Up Digital Forensics’ Community and Help Combat Ransomware [IEEE Symposium on Security and Privacy'22]
5. TEE-aided Write Protection Against Privileged Data Tampering [NDSS'19]
6. The aftermath of a crypto-ransomware attack at a large academic institution [USENIX Security'18]
7. Protecting against Ransomware: A New Line of Research or Restating Classic Ideas? [IEEE Symposium on Security and Privacy'18]
8. A Storage-level Detection Mechanism against Crypto-Ransomware [CCS'18]
9. Tracking Ransomware End-to-end [IEEE Symposium on Security and Privacy'18]
10. UNVEIL: A Large-Scale, Automated Approach to Detecting Ransomware [USENIX Security'16]

Malware Detection

1. Humans vs. Machines in Malware Classification [USENIX Security '23]
2. FCGAT: Interpretable Malware Classification Method using Function Call Graph and Attention Mechanism [NDSS'23]
3. Exposing the Rat in the Tunnel: Using Traffic Analysis for Tor-based Malware Detection [CCS'22]
4. Forecasting Malware Capabilities From Cyber Attack Memory Images [USENIX Security'21]
5. When Malware Changed Its Mind: An Empirical Study of Variable Program Behaviors in the Real World [USENIX Security'21]
6. Differential Training: A Generic Framework to Reduce Label Noises for Android Malware Detection [NDSS'21]
7. DeepReflect: Discovering Malicious Functionality through Binary Reconstruction [USENIX Security'21]
8. You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis [NDSS'20]
9. Prevalence and Impact of Low-Entropy Packing Schemes in the Malware Ecosystem [NDSS'20]
10. When Malware is Packin' Heat; Limits of Machine Learning Classifiers Based on Static Analysis Features [NDSS'20]
11. ExSpectre: Hiding Malware in Speculative Execution [NDSS'19]

eBPF

1. Cross Container Attacks: The Bewildered eBPF on Clouds [USENIX Security'23]
2. Electrode: Accelerating Distributed Protocols with eBPF [NSDI'23]
3. Comparing Security in eBPF and WebAssembly [eBPF'23]
4. Seeing the Invisible: Auditing eBPF Programs in Hypervisor with HyperBee [eBPF'23]
5. Enabling BPF Runtime policies for better BPF management [eBPF'23]
6. Network Profiles for Detecting Application-Characteristic Behavior Using Linux eBPF [eBPF'23]
7. RingGuard: Guard io_uring with eBPF [eBPF'23]
8. Unleashing Unprivileged eBPF Potential with Dynamic Sandboxing [eBPF'23]
9. Practical and Flexible Kernel CFI Enforcement using eBPF [eBPF'23]
10. XRP: In-Kernel Storage Functions with eBPF [OSDI'22]
11. PeriScope: An Effective Probing and Fuzzing Framework for the Hardware-OS Boundary [NDSS'19]