Propaganda via AI? A Study on Semantic Backdoors in Large Language Models

Authors: Min, Nay Myat, Pham, Long H., Li, Yige, Sun, Jun

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2504.12344

Some Insights of Construction of Feature Graph to Learn Pairwise Feature Interactions with Graph Neural Networks

Authors: Yamchote, Phaphontee, Win, Saw Nay Htet, Amornbunchornvej, Chainarong, Noraset, Thanapon

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Statistics - Machine Learning, 68T07 68T07 68T07, I.2.6

Access URL: http://arxiv.org/abs/2502.13471

ReLearn: Unlearning via Learning for Large Language Models

Authors: Xu, Haoming, Zhao, Ningyuan, Yang, Liming, Zhao, Sendong, Deng, Shumin, Wang, Mengru, Hooi, Bryan, Oo, Nay, Chen, Huajun, Zhang, Ningyu

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Human-Computer Interaction, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.11190

VulRG: Multi-Level Explainable Vulnerability Patch Ranking for Complex Systems Using Graphs

Authors: Jiang, Yuning, Oo, Nay, Meng, Qiaoran, Lim, Hoon Wei, Sikdar, Biplab

Subject Terms: Computer Science - Cryptography and Security, 68M25 (Primary) 68Q99 (Secondary)

Access URL: http://arxiv.org/abs/2502.11143

A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges

Authors: Jiang, Yuning, Oo, Nay, Meng, Qiaoran, Lim, Hoon Wei, Sikdar, Biplab

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.11070

MITRE ATT&CK Applications in Cybersecurity and The Way Forward

Authors: Jiang, Yuning, Meng, Qiaoran, Shang, Feiyang, Oo, Nay, Minh, Le Thi Hong, Lim, Hoon Wei, Sikdar, Biplab

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, 68M25 (Primary) 68T99 (Secondary)

Access URL: http://arxiv.org/abs/2502.10825

PhishIntel: Toward Practical Deployment of Reference-Based Phishing Detection

Authors: Li, Yuexin, Tan, Hiok Kuek, Meng, Qiaoran, Lock, Mei Lin, Cao, Tri, Deng, Shumin, Oo, Nay, Lim, Hoon Wei, Hooi, Bryan

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2412.09057

The NANOGrav 15 yr Data Set: Harmonic Analysis of the Pulsar Angular Correlations

Authors: Agazie, Gabriella, Baier, Jeremy G., Baker, Paul T., Becsy, Bence, Blecha, Laura, Boddy, Kimberly K., Brazier, Adam, Brook, Paul R., Burke-Spolaor, Sarah, Burnette, Rand, Casey-Clyde, J. Andrew, Charisi, Maria, Chatterjee, Shami, Cohen, Tyler, Cordes, James M., Cornish, Neil J., Crawford, Fronefield, Cromartie, H. Thankful, DeCesar, Megan E., Demorest, Paul B., Deng, Heling, Dey, Lankeswar, Dolch, Timothy, Ferrara, Elizabeth C., Fiore, William, Fonseca, Emmanuel, Freedman, Gabriel E., Gardiner, Emiko C., Gersbach, Kyle A., Glaser, Joseph, Good, Deborah C., Gultekin, Kayhan, Hazboun, Jeffrey S., Jennings, Ross J., Johnson, Aaron D., Kaplan, David L., Kelley, Luke Zoltan, Key, Joey S., Laal, Nima, Lam, Michael T., Lamb, William G., Larsen, Bjorn, Lazio, T. Joseph W., Lewandowska, Natalia, Liu, Tingting, Luo, Jing, Lynch, Ryan S., Ma, Chung-Pei, Madison, Dustin R., McEwen, Alexander, McKee, James W., McLaughlin, Maura A., Meyers, Patrick M., Mingarelli, Chiara M. F., Mitridate, Andrea, Nay, Jonathan, Nice, David J., Ocker, Stella Koch, Olum, Ken D., Pennucci, Timothy T., Petrov, Polina, Pol, Nihan S., Radovan, Henri A., Ransom, Scott M., Ray, Paul S., Runnoe, Jessie C., Saffer, Alexander, Sardesai, Shashwat C., Schmitz, Kai, Siemens, Xavier, Simon, Joseph, Siwek, Magdalena S., Smith, Tristan L., Fiscella, Sophia V. Sosa, Stairs, Ingrid H., Stinebring, Daniel R., Susobhanan, Abhimanyu, Swiggum, Joseph K., Taylor, Jacob, Taylor, Stephen R., Turner, Jacob E., Unal, Caner, Vallisneri, Michele, van Haasteren, Rutger, Verbiest, Joris, Vigeland, Sarah J., Witt, Caitlin A., Wright, David, Young, Olivia

Subject Terms: Astrophysics - High Energy Astrophysical Phenomena, Astrophysics - Astrophysics of Galaxies, General Relativity and Quantum Cosmology

Access URL: http://arxiv.org/abs/2411.13472

CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization

Authors: Min, Nay Myat, Pham, Long H., Li, Yige, Sun, Jun

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.12768

PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection

Authors: Cao, Tri, Huang, Chengyu, Li, Yuexin, Wang, Huilin, He, Amy, Oo, Nay, Hooi, Bryan

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2408.10738

The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources

Authors: Longpre, Shayne, Biderman, Stella, Albalak, Alon, Schoelkopf, Hailey, McDuff, Daniel, Kapoor, Sayash, Klyman, Kevin, Lo, Kyle, Ilharco, Gabriel, San, Nay, Rauh, Maribeth, Skowron, Aviya, Vidgen, Bertie, Weidinger, Laura, Narayanan, Arvind, Sanh, Victor, Adelani, David, Liang, Percy, Bommasani, Rishi, Henderson, Peter, Luccioni, Sasha, Jernite, Yacine, Soldaini, Luca

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.16746

Unified Neural Backdoor Removal with Only Few Clean Samples through Unlearning and Relearning

Authors: Min, Nay Myat, Pham, Long H., Sun, Jun

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2405.14781

Deception in Reinforced Autonomous Agents

Authors: Dogra, Atharvan, Pillutla, Krishna, Deshpande, Ameet, Sai, Ananya B, Nay, John, Rajpurohit, Tanmay, Kalyan, Ashwin, Ravindran, Balaraman

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.04325

Debiasing Cardiac Imaging with Controlled Latent Diffusion Models

Authors: Skorupko, Grzegorz, Osuala, Richard, Szafranowska, Zuzanna, Kushibar, Kaisar, Aung, Nay, Petersen, Steffen E, Lekadir, Karim, Gkontra, Polyxeni

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.19508

KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection

Authors: Li, Yuexin, Huang, Chengyu, Deng, Shumin, Lock, Mei Lin, Cao, Tri, Oo, Nay, Lim, Hoon Wei, Hooi, Bryan

Source: 33rd USENIX Security Symposium (USENIX Security 2024), 793--810

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.02253

Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens

Authors: San, Nay, Paraskevopoulos, Georgios, Arora, Aryaman, He, Xiluo, Kaur, Prabhjot, Adams, Oliver, Jurafsky, Dan

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.02302

Towards A Unified View of Answer Calibration for Multi-Step Reasoning

Authors: Deng, Shumin, Zhang, Ningyu, Oo, Nay, Hooi, Bryan

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.09101

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Authors: Guha, Neel, Nyarko, Julian, Ho, Daniel E., Ré, Christopher, Chilton, Adam, Narayana, Aditya, Chohlas-Wood, Alex, Peters, Austin, Waldon, Brandon, Rockmore, Daniel N., Zambrano, Diego, Talisman, Dmitry, Hoque, Enam, Surani, Faiz, Fagan, Frank, Sarfaty, Galit, Dickinson, Gregory M., Porat, Haggai, Hegland, Jason, Wu, Jessica, Nudell, Joe, Niklaus, Joel, Nay, John, Choi, Jonathan H., Tobia, Kevin, Hagan, Margaret, Ma, Megan, Livermore, Michael, Rasumov-Rahe, Nikon, Holzenberger, Nils, Kolt, Noam, Henderson, Peter, Rehaag, Sean, Goel, Sharad, Gao, Shang, Williams, Spencer, Gandhi, Sunny, Zur, Tom, Iyer, Varun, Li, Zehua

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2308.11462

ARB: Advanced Reasoning Benchmark for Large Language Models

Authors: Sawada, Tomohiro, Paleka, Daniel, Havrilla, Alexander, Tadepalli, Pranav, Vidas, Paula, Kranias, Alexander, Nay, John J., Gupta, Kshitij, Komatsuzaki, Aran

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.13692

PTArcade

Authors: Mitridate, Andrea, Wright, David, von Eckardstein, Richard, Schröder, Tobias, Nay, Jonathan, Olum, Ken, Schmitz, Kai, Trickle, Tanner

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Experiment

Access URL: http://arxiv.org/abs/2306.16377