Sara Abdali

According to our database, Sara Abdali authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale.

Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Jang, Zack Hui

CoRR, 2024

Can LLMs be Fooled? Investigating Vulnerabilities in LLMs.

Sara Abdali, Jia He, C. J. Barberan, Richard Anarfi

CoRR, 2024

Data Generation Using Large Language Models for Text Classification: An Empirical Case Study.

Yinheng Li, Rogerio Bonatti, Sara Abdali, Justin Wagle, Kazuhito Koishida

CoRR, 2024

Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices.

Sara Abdali, Richard Anarfi, C. J. Barberan, Jia He

CoRR, 2024

Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text.

Sara Abdali, Richard Anarfi, C. J. Barberan, Jia He

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning.

Sara Abdali, Anjali Parikh, Steve Lim, Emre Kiciman

CoRR, 2023

2022

Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities.

Sara Abdali

CoRR, 2022

Vec2Node: Self-Training with Tensor Augmentation for Text Classification with Few Labels.

Sara Abdali, Subhabrata Mukherjee, Evangelos E. Papalexakis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Multilinear (Tensor) Algebra Framework for Misinformation Detection With Limited Supervision

Sara Abdali

PhD thesis, 2021

Deepfake Representation with Multilinear Regression.

Sara Abdali, M. Alex O. Vasilescu, Evangelos E. Papalexakis

CoRR, 2021

KNH: Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation Detection.

Sara Abdali, Neil Shah, Evangelos E. Papalexakis

CoRR, 2021

Identifying Misinformation from Website Screenshots.

Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

HiJoD: Semi-Supervised Multi-aspect Detection of Misinformation using Hierarchical Joint Decomposition.

Sara Abdali, Neil Shah, Evangelos E. Papalexakis

CoRR, 2020

Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical Joint Decomposition.

Sara Abdali, Neil Shah, Evangelos E. Papalexakis

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

2018

Semi-supervised Content-Based Detection of Misinformation via Tensor Embeddings.

Gisel Bastidas Guacho, Sara Abdali, Neil Shah, Evangelos E. Papalexakis

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018