Temesgen, Elleni Sisay, Hellina Hailu Nigatu, and Fitsum Assamnew Andargie. "Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge’ez, Tigrinya, and Amharic." Proceedings of the 31st International Conference on Computational Linguistics. 2025.
Demissie, Dereje Degeffa, and Fitsum Assamnew Andargie. "Explainable Rhythm-Based Heart Disease Detection from ECG Signals." In Pan African
Conference on Artificial Intelligence, pp. 101-116. Cham: Springer Nature Switzerland, 2023.
Gebrehiwot, T. G., Andargie , F. A. & Ismail, M. (2023). "DEACT: Hardware Solution to Rowhammer Attacks. Journal of Computer Science", 19(7), 861-876.
https://doi.org/10.3844/jcssp.2023.861.876
Gebrehiwot, T. G., Andargie, F. A. & Ismail, M. (2023). "DDRSHARP: A Fast and Extensible DRAM Simulator. Journal of Computer Science", 19(7), 836-846. https://doi.org/10.3844/jcssp.2023.836.846
Biernacki, Lauren, Biniyam Mengist Tiruye, Meron Zerihun Demissie, Fitsum Assamnew Andargie, Brandon Reagen, and Todd Austin. "Exploring the Efficiency of Data-Oblivious Programs." In 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), pp.189-200. IEEE, 2023.
Tufa, Guta Tesema, Fitsum Assamnew Andargie, and Anchit Bijalwan. "Acceleration of Deep Neural Network Training Using Field Programmable Gate Arrays." Computational Intelligence and Neuroscience 2022 (2022).
Biernacki, Lauren, Meron Zerihun Demissie, Kidus Birkayehu Workneh, Fitsum Assamnew Andargie, and Todd Austin. "Sequestered Encryption: A Hardware Technique for Comprehensive Data Privacy." In 2022 IEEE International Symposium on Secure and Private Execution Environment Design (SEED), pp. 73-84. IEEE, 2022.
Biernacki, L., Demissie, M. Z., Workneh, K. B., Namomsa, G. B., Gebremedhin, P., Andargie, F. A., Reagen, B., Austin T., "VIP-Bench: A Benchmark Suite for Evaluating Privacy-Enhanced Computation Frameworks", International Symposium on Secure and Private Execution Environment Design (SEED), 2021
Belayneh, Leul., Andargie, Fitsum., Bertacco, Valeria., "Archipelago: Architectural Support for Graph Analytics on GPUs." ACM-SRC, International Conference on Parallel Architectures and Compilation Techniques (PACT), 2020, Workshop poster
Andargie, Fitsum Assamnew., Rose, Jonathan., Austin, Todd ., Bertacco, Valeria., "Energy efficient object detection on the mobile GP-GPU." In 2017 IEEE AFRICON, pp. 945-950. IEEE, 2017.
Andargie, Fitsum Assamnew., and Rose, Jonathan., "Performance characterization of mobile GP-GPUs." In AFRICON 2015, pp. 1-6. IEEE, 2015.
Andargie, F., Raimond, K., "Distributed Denial of Service Attack Detection:A Hybrid Intelligent System Approach", In ESEE International Conference Proceedings, 2008
Andargie, F. A., Rose, J., Austin, T., Bertacco, V., “Energy Efficient Object Detection on Mobile GPUs and Application to Medical Image Classification”, May 29- June 2, 2017, STEM IV: Africa-US Frontiers in Science, Yaoundé, Cameroon
Fitsum Andargie, “Accelerating Computer Vision Using Mobile GP GPUs (STEM)”, February 2, 2017, 2016-2017 UMAPS Scholar Research Colloquium Series
Building a benchmark suite to measure the performance of homomorphic encryption libraries as well as other privacy enhanced libraries
Architectural solution to improve the performance of workloads with irregular memory access patterns on GPUs
Logic locking using existing logic on chip designs with minimal additional logic in order to protect against IP theft
MSc. Theses
Natural Language Processing & Machine Learning
Pivot Based Multilingual Machine Translation for Low Resource Ethiopian Languages , Elias Feleke
Multi-Aspect Sentiment Analysis of Amharic Posts using BERT, Fikir Yilkal
Offline Ancient Geez Chant Manuscript Recognition, Temesgen Geta
Wheat Yield Estimation Using Aerial Images, Selamawit Amente
Detection and Classification of Wheat Rust Dissease Using Aerial Images, Kidist Tadesse
Computer Architecture and Accelerators
Accelerator for Q-learning , Henok Teka
Domain-Specific Architecture for Computer Vision Applications in Autonomous UAVs, Tinbilina Gashaw
Domain-Specific Architecture for UAV Path Planning, Kidist Andargie
Defense Against Oracle Guided Machine Learning Based Attacks on Logic Locking, Dagim Tesfaye
Security
Secure E-voting Using Quantum cryptography and Blockchain, Zemenfes Hailemariam
Amharic SMS spam detection with deep learning, Woineshet Fentahun
PhD
1. DEACT: Hardware Solution to Rowhammer Attacks, Tesfamichael Gebreegziabher, Co-supervised with Prof. Mohammed Ismail, 2024
MSc. Theses
Context Based and Privacy Preserved Amharic Advertisement Recommendation System Using Deep Learning, Firehiwot Kebede
Multimodal Amharic Fake News Detection Using CNN-BiLSTM, Mekdim Tessema, 2024
Identification and Classification of Illegal Darkweb Activities in East African Region, Tariku Eshetu, 2024
Automated Construction of a New Dataset for Histopathological Breast Cancer Images: Labeling for Lobular Carcinoma In-Situ and Invasive Lobular Carcinoma from Existing
Datasets, Kalkidan Kebede, 2024
User Behavior-Based Insider Threat Detection using Few Shot Learning, Eden Teklemariam, 2023
Explainable Rythm Based Heart Disease Detection From ECG Signals, Dereje Degefa, July 2023
Mitigation of Memory Errors on Commodity Workstations at High altitude, Yafet Philopos, July 2023
Application Layer DDoS Attack Classification, Beckham Berhanu, December 2022
Acceleration of Deep Neural Network Training using Field Programmable Gate Arrays , Guuta Tesema, December 2021
Helper for Graph Application Accelerators , Betelhem Mengesha, December, 2021
Image Deblurring with Compressive Sensing, Rahel Berhanu, 2019
Tirur: Low Overhead Hardware Extension for Securing Memory, Donayam Nega, supervised with Salesawi Ferede (PhD) Mar. 2019
Acceleration of Preprocessor of the Snort Network Intrusion Detection System Using General Purpose Graphics Processing Unit, Simegnew Yihune Alaba, Mar. 2015
Performance Improvement of Multi-scale Modeling of Concrete Performance Solver Using Hybrid CPUGPU System, Lina Feleke Kebede supervised with Esayas Gebreyouhannes (PhD), Mar. 2015