Emojis Pictogram Classification for Semantic Recognition of Emotional Context. - Muhammad Atif 001; Valentina Franzoni; Alfredo Milani (BI, 2021)

Reliable Traffic Sign Recognition System. - Muhammad Atif 001; Andrea Ceccarelli; Andrea Bondavalli (LADC (Companion), 2021)

Quantitative comparison of supervised algorithms and feature sets for traffic sign recognition. - Muhammad Atif 001; Tommaso Zoppi; Mohamad Gharib; Andrea Bondavalli (SAC, 2021)

Meta-Learning to Improve Unsupervised Intrusion Detection in Cyber-Physical Systems. - Tommaso Zoppi; Mohamad Gharib; Muhammad Atif 001; Andrea Bondavalli (ACM Trans. Cyber Phys. Syst., 2021)

Tell Me More: Automating Emojis Classification for Better Accessibility and Emotional Context Recognition. - Muhammad Atif 001; Valentina Franzoni (Future Internet, 2022)

Towards Enhancing Traffic Sign Recognition through Sliding Windows. - Muhammad Atif 001; Tommaso Zoppi; Mohamad Gharib; Andrea Bondavalli (Sensors, 2022)

Tolerate Failures of the Visual Camera With Robust Image Classifiers. - Muhammad Atif 001; Andrea Ceccarelli; Tommaso Zoppi; Andrea Bondavalli (IEEE Access, 2023)

System-Awareness: An Enabling Condition to Design and Deploy Anomaly Detectors. - Muhammad Atif 001; Tommaso Zoppi; Andrea Bondavalli (ICSA Companion, 2025)

Beyond Correctness: Architecting Trustworthy Software for Autonomous Systems in the Age of AI. - Muhammad Atif 001; Tommaso Zoppi; Andrea Bondavalli (PKDD/ECML Workshops (2), 2025)

Back to the Future: Refurbishing Critical Software Engineering to Enable Trustworthy Classification. - Tommaso Zoppi; Muhammad Atif 001; Fahad Ahmed KhoKhar; Andrea Bondavalli (SAC, 2026)