Sanghyun Hong
- Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes
2021/10/26 by Sanghyun Hong, Hong, Sanghyun, Michael-Andrei Panaitescu-Liess +5 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
- Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning
2017/01/17 by Rock Stevens, Stevens, Rock, Octavian Suciu +9 · 1 voice · 1 citation
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CR #cs.LG
- Handcrafted Backdoors in Deep Neural Networks
2021/06/08 by Sanghyun Hong, Hong, Sanghyun, Nicholas Carlini +3 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- SoK: Watermarking for AI-Generated Content
2024/11/27 by Xuandong Zhao, Sam Gunn, Zhao, Xuandong +25 · 13 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computer Graphics and Visualization Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
2020/10/06 by Sanghyun Hong, Yiğitcan Kaya, Hong, Sanghyun +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- PrisonBreak: Jailbreaking Large Language Models with at Most Twenty-Five Targeted Bit-flips
2024/12/10 by Zachary Coalson, Coalson, Zachary, Jeonghyun Woo +16 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- Controlled Conjugated Backbone Twisting for an Increased Open-Circuit Voltage while Having a High Short-Circuit Current in Poly(hexylthiophene) Derivatives
2012/03/02 by Sangwon Ko, Eric T. Hoke, Laxman Pandey +10 · 14 citations
Engineering · Materials Science · #Organic Electronics and Photovoltaics #Conducting polymers and applications #Molecular Junctions and Nanostructures
- Parameterized Physics-informed Neural Networks for Parameterized PDEs
2024/08/18 by Woojin Cho, Cho, Woojin, Minju Jo +11 · 6 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications
- Using Monte Carlo experiments to select meta‐analytic estimators
2020/11/05 by Sanghyun Hong, W. Robert Reed · 1 voice · 3 citations
Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Economic and Environmental Valuation #Meta-analysis and systematic reviews #Statistical Methods and Bayesian Inference
- Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks
2018/10/08 by Sanghyun Hong, Hong, Sanghyun, Michael Davinroy +13 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
- Visualizationary: Automating Design Feedback for Visualization Designers using LLMs
2024/09/19 by Sungbok Shin, Sanghyun Hong, Shin, Sungbok +3 · 1 voice · 2 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Semantic Web and Ontologies
- On the Effectiveness of Regularization Against Membership Inference Attacks
2020/06/09 by Yiğitcan Kaya, Kaya, Yigitcan, Sanghyun Hong +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications
- Investigating the replicability of the social and behavioural sciences
2026/04/01 by Andrew H. Tyner, Anna Lou Abatayo, Mason Daley +312 · 1 voice · 8 citations
Decision Sciences · Mathematics · Psychology · #Advanced Causal Inference Techniques #Mental Health Research Topics #Meta-analysis and systematic reviews
- Predicting the replicability of social and behavioural science claims in COVID-19 preprints
2024/12/20 by Alexandru Marcoci, David P. Wilkinson, Ans Vercammen +52 · 1 voice · 1 citation
Decision Sciences · Psychology · Social Sciences · #Academic Publishing and Open Access #Mental Health Research Topics #Misinformation and Its Impacts
- Investigating the reproducibility of the social and behavioural sciences
2026/04/01 by Olivia Miske, Anna Lou Abatayo, Mason Daley +142 · 3 voices · 4 citations
Decision Sciences · #Academic Publishing and Open Access #Meta-analysis and systematic reviews #scientometrics and bibliometrics research