Malware Slums: Measurement and Analysis of Malware on Traffic Exchanges. - Salman Yousaf; Umar Iqbal 002; Shehroze Farooqi; Raza Ahmad; Muhammad Zubair Shafiq; Fareed Zaffar (DSN, 2016)

The ad wars: retrospective measurement and analysis of anti-adblock filter lists. - Umar Iqbal 002; Zubair Shafiq; Zhiyun Qian (Internet Measurement Conference, 2017)

AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking. - Umar Iqbal 002; Zubair Shafiq; Peter Snyder; Shitong Zhu; Zhiyun Qian; Benjamin Livshits (CoRR, 2018)

ShadowBlock: A Lightweight and Stealthy Adblocking Browser. - Shitong Zhu; Umar Iqbal 002; Zhongjie Wang 002; Zhiyun Qian; Zubair Shafiq; Weiteng Chen (WWW, 2019)

AdGraph: A Graph-Based Approach to Ad and Tracker Blocking. - Umar Iqbal 002; Peter Snyder; Shitong Zhu; Benjamin Livshits; Zhiyun Qian; Zubair Shafiq (SP, 2020)

A4 : Evading Learning-based Adblockers. - Shitong Zhu; Zhongjie Wang 002; Xun Chen; Shasha Li 001; Umar Iqbal 002; Zhiyun Qian; Kevin S. Chan; Srikanth V. Krishnamurthy; Zubair Shafiq (CoRR, 2020)

Eluding ML-based Adblockers With Actionable Adversarial Examples. - Shitong Zhu; Zhongjie Wang 002; Xun Chen; Shasha Li 001; Keyu Man; Umar Iqbal 002; Zhiyun Qian; Kevin S. Chan; Srikanth V. Krishnamurthy; Zubair Shafiq; Yu Hao 006; Guoren Li; et al. (ACSAC, 2021)

Fingerprinting the Fingerprinters: Learning to Detect Browser Fingerprinting Behaviors. - Umar Iqbal 002; Steven Englehardt; Zubair Shafiq (SP, 2021)

Khaleesi: Breaker of Advertising and Tracking Request Chains. - Umar Iqbal 002; Charlie Wolfe; Charles Nguyen; Steven Englehardt; Zubair Shafiq (USENIX Security Symposium, 2022)

WebGraph: Capturing Advertising and Tracking Information Flows for Robust Blocking. - Sandra Siby; Umar Iqbal 002; Steven Englehardt; Zubair Shafiq; Carmela Troncoso (USENIX Security Symposium, 2022)

Your Echos are Heard: Tracking, Profiling, and Ad Targeting in the Amazon Smart Speaker Ecosystem. - Umar Iqbal 002; Pouneh Nikkhah Bahrami; Rahmadi Trimananda; Hao Cui 004; Alexander Gamero-Garrido; Daniel J. Dubois; David R. Choffnes; Athina Markopoulou; Franziska Roesner; Zubair Shafiq (CoRR, 2022)

COOKIEGRAPH: Measuring and Countering First-Party Tracking Cookies. - Shaoor Munir; Sandra Siby; Umar Iqbal 002; Steven Englehardt; Zubair Shafiq; Carmela Troncoso (CoRR, 2022)

FP-Radar: Longitudinal Measurement and Early Detection of Browser Fingerprinting. - Pouneh Nikkhah Bahrami; Umar Iqbal 002; Zubair Shafiq (Proc. Priv. Enhancing Technol., 2022)

CookieGraph: Understanding and Detecting First-Party Tracking Cookies. - Shaoor Munir; Sandra Siby; Umar Iqbal 002; Steven Englehardt; Zubair Shafiq; Carmela Troncoso (CCS, 2023)

Gender Biases in Tone Analysis: A Case Study of a Commercial Wearable. - Christina Yeung; Umar Iqbal 002; Tadayoshi Kohno; Franziska Roesner (EAAMO, 2023)

Tracking, Profiling, and Ad Targeting in the Alexa Echo Smart Speaker Ecosystem. - Umar Iqbal 002; Pouneh Nikkhah Bahrami; Rahmadi Trimananda; Hao Cui 004; Alexander Gamero-Garrido; Daniel J. Dubois; David R. Choffnes; Athina Markopoulou; Franziska Roesner; Zubair Shafiq (IMC, 2023)

Online Advertising in Ukraine and Russia During the 2022 Russian Invasion. - Christina Yeung; Umar Iqbal 002; Yekaterina Tsipenyuk O'Neil; Tadayoshi Kohno; Franziska Roesner (WWW, 2023)

LLM Platform Security: Applying a Systematic Evaluation Framework to OpenAI's ChatGPT Plugins. - Umar Iqbal 002; Tadayoshi Kohno; Franziska Roesner (AIES (1), 2024)

PURL: Safe and Effective Sanitization of Link Decoration. - Shaoor Munir; Patrick Lee; Umar Iqbal 002; Sandra Siby; Zubair Shafiq (USENIX Security Symposium, 2024)

SecGPT: An Execution Isolation Architecture for LLM-Based Systems. - Yuhao Wu; Franziska Roesner; Tadayoshi Kohno; Ning Zhang 017; Umar Iqbal 002 (CoRR, 2024)

Data Exposure from LLM Apps: An In-depth Investigation of OpenAI's GPTs. - Evin Jaff; Yuhao Wu; Ning Zhang 017; Umar Iqbal 002 (CoRR, 2024)

Opted Out, Yet Tracked: Are Regulations Enough to Protect Your Privacy? - Zengrui Liu; Umar Iqbal 002; Nitesh Saxena (Proc. Priv. Enhancing Technol., 2024)

IsolateGPT: An Execution Isolation Architecture for LLM-Based Agentic Systems. - Yuhao Wu; Franziska Roesner; Tadayoshi Kohno; Ning Zhang 017; Umar Iqbal 002 (NDSS, 2025)

SoK: Advances and Open Problems in Web Tracking. - Yash Vekaria; Yohan Beugin; Shaoor Munir; Gunes Acar; Nataliia Bielova; Steven Englehardt; Umar Iqbal 002; Alexandros Kapravelos; Pierre Laperdrix; Nick Nikiforakis; Jason Polakis; Franziska Roesner; et al. (CoRR, 2025)