Muhammad Saad
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
18
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AIME | Vessel-Aware Bilateral Learning for Retina-Based Subclinical Atherosclerosis Screening. | Ibrahim Sani, Muhammad Saad, Nafisa Anjum, Ananna Saha, Salekul Islam |
| 2026 | MODELSWARD | Can AI Make the Rules? A Pipeline for Generating Graph Transformation Systems. | Reiko Heckel, Muhammad Saad |
| 2025 | CVPR | All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. | Ashmal Vayani, Dinura Dissanayake, Hasindri Watawana, Noor Ahsan, Nevasini Sasikumar, Omkar Thawakar, Henok Biadglign Ademtew, Yahya Hmaiti, Amandeep Kumar, Kartik Kuckreja, Mykola Maslych, Wafa Al Ghallabi, Mihail Minkov Mihaylov, Chao Qin, Abdelrahman M. Shaker, Mike Zhang, Mahardika Krisna Ihsani, Amiel Gian Esplana, Monil Gokani, Shachar Mirkin, Harsh Singh, Ashay Srivastava, Endre Hamerlik, Fathinah Asma Izzati, Fadillah Adamsyah Maani, Sebastian Cavada, Jenny Chim, Rohit Gupta, Sanjay Manjunath, Kamila Zhumakhanova, Feno Heriniaina Rabevohitra, Azril Hafizi Amirudin, Muhammad Ridzuan, Daniya Najiha Abdul Kareem, Ketan Pravin More, Kunyang Li, Pramesh Shakya, Muhammad Saad, Amirpouya Ghasemaghaei, Amirbek Djanibekov, Dilshod Azizov, Branislava Jankovic, Naman Bhatia, Alvaro Cabrera, Johan S. Obando-Ceron, Olympiah Otieno, Fabian Farestam, Muztoba Rabbani, Sanoojan Baliah, Santosh Sanjeev, Abduragim Shtanchaev, Maheen Fatima, Thao Nguyen, Amrin Kareem, Toluwani Aremu, Nathan Augusto Zacarias Xavier, Amit Bhatkal, Hawau Olamide Toyin, Aman Chadha, Hisham Cholakkal, Rao Muhammad Anwer, Michael Felsberg, Jorma Laaksonen, Thamar Solorio, Monojit Choudhury, Ivan Laptev, Mubarak Shah, Salman H. Khan, Fahad Shahbaz Khan |
| 2025 | NDSS | SCAMMAGNIFIER: Piercing the Veil of Fraudulent Shopping Website Campaigns. | Marzieh Bitaab, Alireza Karimi, Zhuoer Lyu, Adam Oest, Dhruv Kuchhal, Muhammad Saad, Gail-Joon Ahn, Ruoyu Wang, Tiffany Bao, Yan Shoshitaishvili, Adam Doup |
| 2024 | EWSN | Poster: Bridging IoT Gaps in Developing Regions with LLMs. | Muhammad Saad, Ali Daanish Uddin Khan, Laiba Ahmed Intazar, Areeba Shahzad Shaikh, Maham Zahid Mohammad, Mohammad Shaharyar Ahsan, Naveed Anwar Bhatti, Muhammad Hamad Alizai |
| 2024 | SP | Conning the Crypto Conman: End-to-End Analysis of Cryptocurrency-based Technical Support Scams. | Bhupendra Acharya, Muhammad Saad, Antonio Emanuele Cin, Lea Schnherr, Hoang Dai Nguyen, Adam Oest, Phani Vadrevu, Thorsten Holz |
| 2024 | WISE | Exposing the Limitations of Machine Learning for Malware Detection Under Concept Drift. | Ahmed Abusnaina, Afsah Anwar, Muhammad Saad, Abdulrahman Alabduljabbar, Rhongho Jang, Saeed Salem, David Mohaisen |
| 2023 | CCS | Evaluating the Security Posture of Real-World FIDO2 Deployments. | Dhruv Kuchhal, Muhammad Saad, Adam Oest, Frank Li |
| 2023 | SP | Three Birds with One Stone: Efficient Partitioning Attacks on Interdependent Cryptocurrency Networks. | Muhammad Saad, David Mohaisen |
| 2022 | ACSAC | Analysis of Payment Service Provider SDKs in Android. | Samin Yaseer Mahmud, K. Virgil English, Seaver Thorn, William Enck, Adam Oest, Muhammad Saad |
| 2021 | CCS | Revisiting Nakamoto Consensus in Asynchronous Networks: A Comprehensive Analysis of Bitcoin Safety and ChainQuality. | Muhammad Saad, Afsah Anwar, Srivatsan Ravi, David Mohaisen |
| 2021 | CCS | SyncAttack: Double-spending in Bitcoin Without Mining Power. | Muhammad Saad, Songqing Chen, David Mohaisen |
| 2021 | ICDCS | Root Cause Analyses for the Deteriorating Bitcoin Network Synchronization. | Muhammad Saad, Songqing Chen, David Mohaisen |
| 2021 | ICDE | Single Point Incremental Fourier Transform on 2D Data Streams. | Muhammad Saad, Abraham Bernstein, Michael H. Bhlen, Daniele Dell'Aglio |
| 2021 | IJCNN | Versatile Deep Learning Based Application for Time Series Imputation. | Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet |
| 2021 | SMC | Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. | Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray |
| 2020 | IJCNN | Deep Learning Based Approach for Fresh Produce Market Price Prediction. | Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | IJCNN | Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. | Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal |
| 2020 | SMC | Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. | Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | SMC | Machine Learning Based Approaches for Imputation in Time Series Data and their Impact on Forecasting. | Muhammad Saad, Mohita Chaudhary, Fakhri Karray, Vincent C. Gaudet |
| 2020 | SMC | Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning. | Muhammad Saad, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet |
| 2019 | ICDCS | Partitioning Attacks on Bitcoin: Colliding Space, Time, and Logic. | Muhammad Saad, Victor Cook, Lan N. Nguyen, My T. Thai, Aziz Mohaisen |
| 2019 | TIME | Computing the Fourier Transformation over Temporal Data Streams (Invited Talk). | Michael H. Bhlen, Muhammad Saad |
| 2018 | CCS | POSTER: Deterring DDoS Attacks on Blockchain-based Cryptocurrencies through Mempool Optimization. | Muhammad Saad, My T. Thai, Aziz Mohaisen |
| 2018 | INFOCOM | Towards characterizing blockchain-based cryptocurrencies for highly-accurate predictions. | Muhammad Saad, Aziz Mohaisen |
| 2018 | Mobiquitous | Towards Blockchain-Driven, Secure and Transparent Audit Logs. | Ashar Ahmad, Muhammad Saad, Mostafa A. Bassiouni, Aziz Mohaisen |
| 2016 | KSEM | Facial Texture Analysis for Recognition of Human Gender. | Zahra Noor, Muhammad Usman Akram, Mahmood Akhtar, Muhammad Saad |
| 2016 | SIGMOD | Adaptive Indexing over Encrypted Numeric Data. | Panagiotis Karras, Artyom Nikitin, Muhammad Saad, Rudrika Bhatt, Denis Antyukhov, Stratos Idreos |