Publications
This section contains publications published by ISI over the past several decades.
2022
Harm-DoS: Hash Algorithm Replacement for Mitigating Denial-of-Service Vulnerabilities in Binary Executables
Nicolaas Weideman, Haoda Wang, Tyler Kann, Spencer Zahabizadeh, Wei-Cheng Wu, Rajat Tandon, Jelena Mirkovic, Christophe Hauser
Proceedings of the 25th International Symposium on Research in Attacks …, 2022
“Free” as in Freedom to Protest?
Fabio Massacci, Antonino Sabetta, Jelena Mirkovic, Toby Murray, Hamed Okhravi, Mohammad Mannan, Anderson Rocha, Eric Bodden, Daniel E Geer
IEEE Security & Privacy 20 (5), 16-21, 2022
Measuring changes in regional network traffic due to covid-19 stay-at-home measures
Jelena Mirkovic, Yebo Feng, Jun Li
arXiv preprint arXiv:2203.00742, 2022
Polymorphic malware behavior through network trace analysis
Xiyue Deng, Jelena Mirkovic
2022 14th International Conference on COMmunication Systems & NETworkS …, 2022
I know what you did on Venmo: Discovering privacy leaks in mobile social payments
Rajat Tandon, Pithayuth Charnsethikul, Ishank Arora, Dhiraj Murthy, Jelena Mirkovic
Proceedings on Privacy Enhancing Technologies, 2022
Application of edge-to-cloud methods toward deep learning
Khushi Choudhary, Nona Nersisyan, Edward Lin, Shobana Chandrasekaran, Rajiv Mayani, Loic Pottier, Angela P Murillo, Nicole K Virdone, Kerk Kee, Ewa Deelman
2022 IEEE 18th International Conference on e-Science (e-Science), 415-416, 2022
Mega: Moving average equipped gated attention
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer
arXiv preprint arXiv:2209.10655, 2022
Augmenting training data for massive semantic matching models in low-traffic E-commerce stores
Ashutosh Joshi, Shankar Vishwanath, Choon Teo, Vaclav Petricek, Vishy Vishwanathan, Rahul Bhagat, Jonathan May
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
Building an event extractor with only a few examples
Pengfei Yu, Zixuan Zhang, Clare Voss, Jonathan May, Heng Ji
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural …, 2022
Segmenting numerical substitution ciphers
Nada Aldarrab, Jonathan May
arXiv preprint arXiv:2205.12527, 2022
Opponent modeling in negotiation dialogues by related data adaptation
Kushal Chawla, Gale M Lucas, Jonathan May, Jonathan Gratch
arXiv preprint arXiv:2205.00344, 2022
Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model
Ju-Hyung Lee*, Dong-Ho Lee*, Eunsoo Sheen, Thomas Choi, Jay Pujara
IEEE Asilomar 2023, 2022
Alcap: Alignment-augmented music captioner
Zihao He, Weituo Hao, Wei-Tsung Lu, Changyou Chen, Kristina Lerman, Xuchen Song
arXiv preprint arXiv:2212.10901, 2022
The Social Emotional Web
Kristina Lerman
2022 IEEE 8th International Conference on Collaboration and Internet …, 2022
Systems and methods for a text mining approach for predicting exploitation of vulnerabilities
N Tavabi, P Goyal, K Lerman, M Almukaynizi, P Shakarian
US Patent 11,520,900, 2022
Leveraging change point detection to discover natural experiments in data
Yuzi He, Keith A Burghardt, Kristina Lerman
EPJ Data Science 11 (1), 49, 2022
Pattern discovery in physiological data with byte pair encoding
Nazgol Tavabi, Kristina Lerman
Multimodal AI in healthcare: A paradigm shift in health intelligence, 227-243, 2022
Infusing knowledge from wikipedia to enhance stance detection
Zihao He, Negar Mokhberian, Kristina Lerman
arXiv preprint arXiv:2204.03839, 2022
Scale-free degree distributions, homophily and the glass ceiling effect in directed networks
Buddhika Nettasinghe, Nazanin Alipourfard, Stephen Iota, Vikram Krishnamurthy, Kristina Lerman
Journal of Complex Networks 10 (2), cnac007, 2022
On human visual contrast sensitivity and machine vision robustness: A comparative study
Ming-Chang Chiu, Yingfei Wang, Derrick Eui Gyu Kim, Pin-Yu Chen, Xuezhe Ma
arXiv preprint arXiv:2212.08650, 2022