Using spatio-temporal information in API calls with machine learning algorithms for malware detection. - Faraz Ahmed; Haider Hameed; M. Zubair Shafiq; Muddassar Farooq (AISec, 2009)

Towards a Theory of Generalizing System Call Representation for In-Execution Malware Detection. - Bilal Mehdi; Faraz Ahmed; Syed Ali Khayam; Muddassar Farooq (ICC, 2010)

Using Computational Intelligence to Identify Performance Bottlenecks in a Computer System. - Faraz Ahmed; Farrukh Shahzad 002; Muddassar Farooq (PPSN (1), 2010)

A Data Mining Framework for Securing 3G Core Network from GTP Fuzzing Attacks. - Faraz Ahmed; M. Zubair Rafique; Muhammad Abulaish (ICISS, 2011)

An MCL-Based Approach for Spam Profile Detection in Online Social Networks. - Faraz Ahmed; Muhammad Abulaish (TrustCom, 2012)

Identification of Sybil Communities Generating Context-Aware Spam on Online Social Networks. - Faraz Ahmed; Muhammad Abulaish (APWeb, 2013)

A generic statistical approach for spam detection in Online Social Networks. - Faraz Ahmed; Muhammad Abulaish (Comput. Commun., 2013)

A Random Matrix Approach to Differential Privacy and Structure Preserved Social Network Graph Publishing. - Faraz Ahmed; Rong Jin 001; Alex X. Liu (CoRR, 2013)

Social Graph Publishing with Privacy Guarantees. - Faraz Ahmed; Alex X. Liu; Rong Jin 001 (ICDCS, 2016)

The Internet is for Porn: Measurement and Analysis of Online Adult Traffic. - Faraz Ahmed; M. Zubair Shafiq; Alex X. Liu (ICDCS, 2016)

Detecting and localizing end-to-end performance degradation for cellular data services. - Faraz Ahmed; Jeffrey Erman; Zihui Ge; Alex X. Liu; Jia Wang 001; He Yan (INFOCOM, 2016)

Monitoring quality-of-experience for operational cellular networks using machine-to-machine traffic. - Faraz Ahmed; Jeffrey Erman; Zihui Ge; Alex X. Liu; Jia Wang 001; He Yan (INFOCOM, 2017)

Detecting and Localizing End-to-End Performance Degradation for Cellular Data Services Based on TCP Loss Ratio and Round Trip Time. - Faraz Ahmed; Jeffrey Erman; Zihui Ge; Alex X. Liu; Jia Wang 001; He Yan (IEEE/ACM Trans. Netw., 2017)

Optimizing Internet Transit Routing for Content Delivery Networks. - Faraz Ahmed; M. Zubair Shafiq; Amir R. Khakpour; Alex X. Liu (IEEE/ACM Trans. Netw., 2018)

Noise Tolerant Localization for Sensor Networks. - Fu Xiao 001; Lei Chen 011; Chaoheng Sha; Lijuan Sun; Ruchuan Wang 001; Alex X. Liu; Faraz Ahmed (IEEE/ACM Trans. Netw., 2018)

Homa: An Efficient Topology and Route Management Approach in SD-WAN Overlays. - Diman Zad Tootaghaj; Faraz Ahmed; Puneet Sharma; Mihalis Yannakakis (INFOCOM, 2020)

Publishing Social Network Graph Eigenspectrum With Privacy Guarantees. - Faraz Ahmed; Alex X. Liu; Rong Jin 001 (IEEE Trans. Netw. Sci. Eng., 2020)

eCaaS: A Management Framework of Edge Container as a Service for Business Workload. - Lianjie Cao; Anu Mercian; Diman Zad Tootaghaj; Faraz Ahmed; Puneet Sharma; Vinay Saxena (EdgeSys@EuroSys, 2021)

Epinoia: Intent Checker for Stateful Networks. - Huazhe Wang; Puneet Sharma; Faraz Ahmed; Joon-Myung Kang; Chen Qian 001; Mihalis Yannakakis (ICCCN, 2021)

Mind the Semantic Gap: Policy Intent Inference from Network Metadata. - Anu Mercian; Faraz Ahmed; Puneet Sharma; Shaun Wackerly; Charles Clark (NetSoft, 2021)

UnifiedNetManagement: Unified Network Management for Heterogeneous Edge Enterprise Network. - Chinlin Chen; Uyen Chau; Anu Mercian; Faraz Ahmed; Puneet Sharma (IC2E, 2022)

When Caching Systems Meet Emerging Storage Devices: A Case Study. - Zhen Lin; Lianjie Cao; Faraz Ahmed; Hui Lu 001; Puneet Sharma (HotStorage, 2023)

Persistent Memory-Aware Scheduling for Serverless Workloads. - Amit Samanta 001; Faraz Ahmed; Lianjie Cao; Ryan Stutsman; Puneet Sharma (IPDPS Workshops, 2023)

Understanding the Impact of Wi-Fi Configuration on Volumetric Video Streaming Applications. - Umakant Kulkarni; Khaled Diab 001; Shivang Aggarwal; Lianjie Cao; Faraz Ahmed; Puneet Sharma; Sonia Fahmy (EMS@SIGCOMM, 2023)

Accelerating Containerized Machine Learning Workloads. - Ali Tariq; Lianjie Cao; Faraz Ahmed; Eric Rozner; Puneet Sharma (NOMS, 2024)

FedNIC: enhancing privacy-preserving federated learning via homomorphic encryption offload on SmartNIC. - Sean Choi; Disha Patel; Diman Zad Tootaghaj; Lianjie Cao; Faraz Ahmed; Puneet Sharma (Frontiers Comput. Sci., 2024)

Maestro: QoE-Aware Dynamic Resource Allocation in Wi-Fi Networks. - Umakant Kulkarni; Khaled Diab 001; Lianjie Cao; Faraz Ahmed; Shivang Aggarwal; Puneet Sharma; Sonia Fahmy (PACMNET, 2025)