Sifat Muhammad Abdullah

According to our database, Sifat Muhammad Abdullah authored at least 9 papers between 2020 and 2026.

Collaborative distances:

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

2026

Off-The-Shelf Image-to-Image Models Are All You Need To Defeat Image Protection Schemes.

Xavier Pleimling, Sifat Muhammad Abdullah, Gunjan Balde, Peng Gao, Mainack Mondal, Murtuza Jadliwala, Bimal Viswanath

CoRR, February, 2026

Optimus: A Robust Defense Framework for Mitigating Toxicity while Fine-Tuning Conversational AI.

Aravind Cheruvu, Shravya Kanchi, Sifat Muhammad Abdullah, Nicholas Ka-Shing Kong, Daphne Yao, Murtuza Jadliwala, Bimal Viswanath

Proceedings of the Sixteenth ACM Conference on Data and Application Security and Privacy, 2026

Taming Data Challenges in ML-based Security Tasks Using Generative AI.

Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath

Proceedings of the ACM Asia Conference on Computer and Communications Security, 2026

2025

Taming Data Challenges in ML-based Security Tasks: Lessons from Integrating Generative AI.

Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath

CoRR, July, 2025

TuneShield: Mitigating Toxicity in Conversational AI while Fine-tuning on Untrusted Data.

Aravind Cheruvu, Shravya Kanchi, Sifat Muhammad Abdullah, Nicholas Ka-Shing Kong, Daphne Yao, Murtuza Jadliwala, Bimal Viswanath

CoRR, July, 2025

2024

An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape.

Sifat Muhammad Abdullah, Aravind Cheruvu, Shravya Kanchi, Taejoong Chung, Peng Gao, Murtuza Jadliwala, Bimal Viswanath

Proceedings of the IEEE Symposium on Security and Privacy, 2024

2023

Deepfake Text Detection: Limitations and Opportunities.

Jiameng Pu, Zain Sarwar, Sifat Muhammad Abdullah, Abdullah Rehman, Yoonjin Kim, Parantapa Bhattacharya, Mobin Javed, Bimal Viswanath

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

A First Look at Toxicity Injection Attacks on Open-domain Chatbots.

Connor Weeks, Aravind Cheruvu, Sifat Muhammad Abdullah, Shravya Kanchi, Daphne Yao, Bimal Viswanath

Proceedings of the Annual Computer Security Applications Conference, 2023

2020

A Web-Based System for Efficient Contact Tracing Query in a Large Spatio-Temporal Database.

Shadman Saqib Eusuf, Kazi Ashik Islam, Mohammed Eunus Ali, Sifat Muhammad Abdullah, Abdus Salam Azad

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020