Damith C. Ranasinghe

1. Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
   2019/11/23 by Yansong Gao, Gao, Yansong, Yeonjae Kim +13 · 12 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
2. Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors
   2020/07/14 by Alireza Abedin, Abedin, Alireza, Mahsa Ehsanpour +7 · 4 citations
   Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Icicle: A Re-Designed Emulator for Grey-Box Firmware Fuzzing
   2023/01/31 by Michael Chesser, Surya Nepal, Chesser, Michael +4 · 2 voices · 1 citation
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Radiation Effects in Electronics #Software Testing and Debugging Techniques #VLSI and Analog Circuit Testing #cs.CR
4. TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems
   2021/11/19 by Bao Gia Doan, Minhui Xue, Doan, Bao Gia +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
5. Building Secure SRAM PUF Key Generators on Resource Constrained Devices
   2019/02/08 by Yansong Gao, Gao, Yansong, Yang Su +9 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Neuroscience and Neural Engineering #Physical Unclonable Functions (PUFs) and Hardware Security
6. Ember-IO: Effective Firmware Fuzzing with Model-Free Memory Mapped IO
   2023/01/17 by Guy Farrelly, Michael Chesser, Farrelly, Guy +3 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Testing and Debugging Techniques
7. On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World
   2024/08/22 by Bao Gia Doan, Doan, Bao Gia, Nguyen, Dang Quang +16 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning
8. Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks
   2024/07/30 by Bao Gia Doan, Doan, Bao Gia, Afshar Shamsi +14 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
9. Make out like a (Multi-Armed) Bandit: Improving the Odds of Fuzzer Seed Scheduling with T-Scheduler
   2023/12/07 by Simon Luo, Luo, Simon, Adrian Herrera +9 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering Research #Software Testing and Debugging Techniques #Teaching and Learning Programming
10. Bayesian Learned Models Can Detect Adversarial Malware For Free
    2024/03/27 by Bao Gia Doan, Doan, Bao Gia, Nguyen, Dang Quang +14 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
11. Nano-Intrinsic True Random Number Generation
    2017/01/21 by Jeeson Kim, Taimur Ahmed, Kim, Jeeson +15 · 1 citation
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Chaos-based Image/Signal Encryption #Physical Unclonable Functions (PUFs) and Hardware Security
12. QUIC-Fuzz: An Effective Greybox Fuzzer For The QUIC Protocol
    2025/03/25 by Kian Kai Ang, Damith C. Ranasinghe · 1 voice · 2 citations
    Computer Science · #cs.CR #cs.SE