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SAC 2024: all accepted papers

255 papers · page 1 of 3 · the most cited first · ← SAC 2024

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  1. Unsealing the secrets of blockchain consensus: A systematic comparison of the formal security of proof-of-work and proof-of-stake ↗Iván Abellán Álvarez, Vincent Gramlich, Johannes Sedlmeir38 citations
  2. GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption ↗Eugene Frimpong, Khoa Nguyen, Mindaugas Budzys et al.34 citations
  3. SBOM Generation Tools Under Microscope: A Focus on The npm Ecosystem ↗Md Fazle Rabbi, Arifa Islam Champa, Costain Nachuma et al.26 citations
  4. On the relation of causality- versus correlation-based feature selection on model fairness ↗Mirka Saarela22 citations
  5. VulnHunt-GPT: a Smart Contract vulnerabilities detector based on OpenAI chatGPT ↗Biagio Boi, Christian Esposito, Sokjoon Lee19 citations
  6. An Experiment in Retrofitting Competency Questions for Existing Ontologies ↗Reham Alharbi, Valentina A. M. Tamma, Floriana Grasso et al.17 citations
  7. Deepfake Speech Detection: A Spectrogram Analysis ↗Anton Firc, Kamil Malinka, Petr Hanáček16 citations
  8. Beyond Technical Debt Unravelling Organisational Debt Concept ↗Muhammad Ovais Ahmad, Osama Al-Baik15 citations
  9. FuncMem: Reducing Cold Start Latency in Serverless Computing Through Memory Prediction and Adaptive Task Execution ↗Manish Pandey, Youngwoo Kwon15 citations
  10. Data Poisoning Detection in Federated Learning ↗Denise-Phi Khuu, Michael Sober, Dominik Kaaser et al.14 citations
  11. Explainable Ponzi Schemes Detection on Ethereum ↗Letterio Galletta, Fabio Pinelli14 citations
  12. Generative AI-Enhanced Academic Writing: A Stakeholder-Centric Approach for the Design and Development of CHAT4ISP-AI ↗Mohammed Ahmed Taiye, Christopher High, Johanna Velander et al.14 citations
  13. A Study of MEV Extraction Techniques on a First-Come-First-Served Blockchain ↗Burak Öz, Filip Rezabek, Jonas Gebele et al.12 citations
  14. ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions ↗Phuoc Van Long Pham, Anh Vu-Duc, Nhat M. Hoang et al.12 citations
  15. SIG-Net: GNN based dropout prediction in MOOCs using Student Interaction Graph ↗Daeyoung Roh, Donghee Han, Daehee Kim et al.12 citations
  16. A Large Language Model Approach to Detect Hate Speech in Political Discourse Using Multiple Language Corpora ↗Aillkeen Bezerra de Oliveira, Cláudio de Souza Baptista, Anderson Almeida Firmino et al.11 citations
  17. Authoring Worked Examples for JAVA Programming with Human AI Collaboration ↗Mohammad Hassany, Jiaze Ke, Peter L. Brusilovsky et al.11 citations
  18. Detection of Slowloris Attacks using Machine Learning Algorithms ↗Vinícius de Miranda Rios, Pedro R. M. Inácio, Damien Magoni et al.11 citations
  19. Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties ↗Steve Paul, Jhoel Witter, Souma Chowdhury11 citations
  20. Security Implications of Deepfakes in Face Authentication ↗Milan Šalko, Anton Firc, Kamil Malinka11 citations
  21. Ar-Spider: Text-to-SQL in ArabicSaleh Almohaimeed, Saad Almohaimeed, Mansour Al Ghanim et al.10 citations · our summary
  22. M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers ↗Momotaz Begum, Mehedi Hasan Shuvo, Md. Golam Mostofa et al.10 citations
  23. A Large-Scale Study of ML-Related Python Projects ↗Samuel Idowu, Yorick Sens, Thorsten Berger et al.9 citations
  24. A Two-Stage Calibration Approach for Mitigating Bias and Fairness in Recommender Systems ↗Rodrigo Souza, Marcelo Garcia Manzato9 citations
  25. Modeling and verification of smart contracts with Abstract State Machines ↗Chiara Braghin, Elvinia Riccobene, Simone Valentini9 citations
  26. RecKG: Knowledge Graph for Recommender Systems ↗Junhyuk Kwon, Seokho Ahn, Young-Duk Seo9 citations
  27. Routing Optimization Based on Distributed Intelligent Network Softwarization for the Internet of Things ↗Mohamed Ali Zormati, Hicham Lakhlef, Sofiane Ouni9 citations
  28. The Performance of Sequential Deep Learning Models in Detecting Phishing Websites Using Contextual Features of URLs ↗Saroj Gopali, Akbar Siami Namin, Faranak Abri et al.9 citations
  29. Towards Optimizations of Quantum Circuit Simulation for Solving Max-Cut Problems with QAOA ↗Yu-Cheng Lin, Chuan-Chi Wang, Chia-Heng Tu et al.9 citations
  30. Understanding the Process of Data Labeling in Cybersecurity ↗Tobias Braun, Irdin Pekaric, Giovanni Apruzzese9 citations
  31. Can you trust your ML metrics? Using Subjective Logic to determine the true contribution of ML metrics for safety ↗Benjamin Herd, Simon Burton8 citations
  32. MIGUE-Sim: Speeding Up Similarity Queries with Native RDBMS Resources ↗Igor Alberte Rodrigues Eleutério, Mirela T. Cazzolato, Larissa Roberta Teixeira et al.8 citations
  33. ML-enabled Service Discovery for Microservice Architecture: a QoS Approach ↗Karthik Vaidhyanathan, Mauro Caporuscio, Stefano Florio et al.8 citations
  34. Navigating Cultural Diversity: Barriers and Benefits in Multicultural Agile Software Development Teams ↗Daniel Welsch, Luisa Burk, David Mötefindt et al.8 citations
  35. Process Knowledge Extraction and Knowledge Graph Construction Through Prompting: A Quantitative Analysis ↗Patrizio Bellan, Mauro Dragoni, Chiara Ghidini8 citations
  36. Trustful Coopetitive Infrastructures for the New Space Exploration Era ↗Renan Lima Baima, Loïck Chovet, Eduard Hartwich et al.8 citations
  37. Evaluating Trustworthiness of Online News Publishers via Article Classification ↗John Bianchi, Manuel Pratelli, Marinella Petrocchi et al.7 citations
  38. Finding Harmony in the Noise: Blending Security Alerts for Attack Detection ↗T. Roelofs, Eduardo Bárbaro, Svetlana Pekarskikh et al.7 citations
  39. RAAD: Reinforced Adversarial Anomaly Detector ↗Simon S. Woo, DaeYoung Yoon, Yuseung Gim et al.7 citations
  40. Regret Minimization in Billboard Advertisement under Zonal Influence Constraint ↗Dildar Ali, Suman Banerjee, Yamuna Prasad7 citations
  41. SatPrint: Satellite Link Fingerprinting ↗Gabriele Oligeri, Savio Sciancalepore, Alireza Sadighian7 citations
  42. CADI: Contextual Anomaly Detection using an Isolation-Forest ↗Véronne Yepmo, Grégory Smits, Marie‐Jeanne Lesot et al.6 citations
  43. Cross-Chain Payments on Blockchain Networks: An Apartment Booking Use-Case ↗Dušan Morháč, Viktor Valaštín, Kristián Košťál et al.6 citations
  44. Fortress: Securing IoT Peripherals with Trusted Execution Environments ↗Peterson Yuhala, Jämes Ménétrey, Pascal A. Felber et al.6 citations
  45. How Facial Recognition Technologies Affect the Transgender Community? A Systematic Mapping Study ↗Michel Perilo, George Valença6 citations
  46. Obfuscated PHP Webshell Detection Using the Webshell Tailored TextRank Algorithm ↗H. Lee, Seon-Jin Hwang, Millati Pratiwi et al.6 citations
  47. Petri Nets for Smart Grids: The Story So Far ↗Mouzhi Ge, Bruno Rossi, Stanislav Chren et al.6 citations
  48. RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method ↗Víctor López, Óscar Fontenla-Romero, Elena Hernández-Pereira et al.6 citations
  49. Software Architecture Recovery from Multiple Dependency Models ↗Metin Altınışık, Hasan Sözer, Gonca Gürsun6 citations
  50. Temporal Logic Formalisation of ISO 34,502 Critical Scenarios: Modular Construction with the RSS Safety Distance ↗Jesse Reimann, Nico Mansion, James Haydon et al.6 citations
  51. Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning ↗Mohak Chadha, Pulkit Khera, Jianfeng Gu et al.6 citations
  52. Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems ↗Tom Haider, Karsten Roscher, Benjamin Herd et al.5 citations
  53. Collective Anomaly Perception During Multi-Robot Patrol: Constrained Interactions Can Promote Accurate Consensus ↗Zachary R. Madin, Jonathan Lawry B, Edmund R. Hunt5 citations
  54. Compiling Haskell for Energy Efficiency: Empirical Analysis of Individual Transformations ↗Maja H. Kirkeby, Bernardo Santos, João Paulo Fernandes et al.5 citations
  55. Controlling the Latent Space of GANs through Reinforcement Learning: A Case Study on Task-based Image-to-Image Translation ↗Mahyar Abbasian, Taha Rajabzadeh, Ahmadreza Moradipari et al.5 citations
  56. Improving Privacy in Federated Learning-Based Intrusion Detection for IoT Networks ↗Lamine Syne, Pino Caballero‐Gil, Candelaria Hernández‐Goya5 citations
  57. Leveraging Sentinel-2 time series for bark beetle-induced forest dieback inventory ↗Giuseppina Andresini, Annalisa Appice, Donato Malerba5 citations
  58. On the relevance of value system structure for automated value-aligned decision-making ↗Marcelo Karanik, Holger Billhardt, Alberto Fernández et al.5 citations
  59. PotholeVision: An Automated Pothole Detection and Reporting System using Computer Vision ↗Zachary Jeffreys, K. S. V. Sampath Kumar, Zhuojing Xie et al.5 citations
  60. Rescuing QUIC Flows From Countermeasures Against UDP Flooding Attacks ↗Junseok Lee, Minhyeong Kim, Wonjun Song et al.5 citations
  61. The use of prototypes as a tool in Agile software development ↗Vivian Larrea, Milene Selbach Silveira, Tiago Silva da Silva5 citations
  62. UX-Analyzer: Visualizing the interaction effort for web analytics ↗Juan Cruz Gardey, Julián Grigera, Andrés Rodríguez et al.5 citations
  63. Utilizing Explainable AI to Enhance Real-time Student Performance Prediction in Educational Serious Games ↗Manuel J. Gomez, Álvaro Armada Sánchez, Mariano Albaladejo‐González et al.5 citations
  64. You cannot improve what you do not measure: A triangulation study of software security metrics ↗Arina Kudriavtseva, Olga Gadyatskaya5 citations
  65. (Nearest) Neighbors You Can Rely On: Formally Verified k-d Tree Construction and Search in Coq ↗Nadeem Abdul Hamid4 citations
  66. Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction ↗Himanshu Choudhary, Marwan Hassani4 citations
  67. CANLP: NLP-Based Intrusion Detection System for CAN ↗Kavya Balasubramanian, Adithya Gowda Baragur, Denis Donadel et al.4 citations
  68. Challenges to Sustaining Agility: An Exploratory Case Study ↗Mali Senapathi, Diane E. Strode4 citations
  69. Cross-Lingual Learning Strategies for Improving Product Matching Quality ↗André Luíz Firmino Alves, Cláudio de Souza Baptista, Luciano Barbosa et al.4 citations
  70. DriftGAN: Using historical data for Unsupervised Recurring Drift Detection ↗Christofer Fellicious, Sahib Julka, Lorenz Wendlinger et al.4 citations
  71. Dynamic Backhaul Clustering for Enhanced Scalability in Cell-Free Massive MIMO Networks ↗Mahnoor Ajmal, Ayesha Siddiqa, Muhammad Ashar Tariq et al.4 citations
  72. Electricity Consumption of Ethereum and Filecoin: Advances in Models and Estimates ↗Elitsa Pankovska, Ashish Rajendra Sai, Harald Vranken et al.4 citations
  73. Enabling Adaptation in Dynamic Manufacturing Environments with Decentralized Agent-Based Systems and Local Perception ↗Sebastian Schmid, Andreas Harth4 citations
  74. Exploring The Effectiveness of Reading vs. Tutoring For Enhancing Code Comprehension For Novices ↗Priti Oli, Rabin Banjade, Arun Balajiee Lekshmi Narayanan et al.4 citations
  75. From Fine-tuning to Output: An Empirical Investigation of Test Smells in Transformer-Based Test Code Generation ↗Ahmed Aljohani, Hyunsook Do4 citations
  76. Identifying Chinese Handwriting Characteristics for Detecting Children with Autism ↗Ling Kai Yen, Jasin Wong, Arbee L. P. Chen4 citations
  77. Impact of Position Bias on Language Models in Token Classification ↗Mehdi Ben Amor, Michael Granitzer, Jelena Mitrović4 citations
  78. Just Change on Change: Adaptive Splitting Time for Decision Trees in Data Stream Classification ↗Daniel Nowak Assis, Jean Paul Barddal, Fabrício Enembreck4 citations
  79. Knowledge Synthesis using Large Language Models for a Computational Biology Workflow Ecosystem ↗Hasan M. Jamil, Stephen A. Krawetz, Alexander Gow4 citations
  80. Multi-Confederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning ↗Michael Duchesne, Kaiwen Zhang, Chamseddine Talhi4 citations
  81. Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning ↗Lucas-Andrei Thil, Mirela Carmia Popa, Gerasimos Spanakis4 citations
  82. Towards aircraft trajectory prediction using LSTM networks ↗JORGE SILVESTRE, Paula Mielgo, Aníbal Bregón et al.4 citations
  83. A Catalog of Non-Functional Requirements and Patterns for Microservices Migration ↗Marcio Veronez, Ivonei Freitas da Silva, Victor Francisco Araya Santander et al.3 citations
  84. A Privacy-Aware Remapping Mechanism for Location Data ↗Guilherme Duarte, Mariana Cunha, João P. Vilela3 citations
  85. An Empirical Study of the Impact of Waterfall and Agile Methods on Numbers of Requirements-Related Defects ↗Anzira Rahman, Luiz Marcio Cysneiros, Daniel M. Berry3 citations
  86. Beyond the Additive Nodes' Convolutions: a Study on High-Order Multiplicative Integration ↗Paolo Frazzetto, Luca Pasa, Nicolò Navarin et al.3 citations
  87. DTC-TranGru: Improving the performance of the next-DTC Prediction Model with Transformer and GRU ↗Abdul Basit Hafeez, Eduardo Alonso, Atif Riaz3 citations
  88. Employee eXperience Representation for Personalization within Digital Business Ecosystems ↗Mustapha Kamal Benramdane, Elena Kornyshova, Sebastien Ruelle et al.3 citations
  89. Energy Efficient Obfuscation of Side-Channel Leakage for Preventing Side-Channel Attacks ↗Shan Jin, Minghua Xu, Yiwei Cai3 citations
  90. Ethereum Attestation Service as a solution for the revocation of hardware-based password-less mechanisms ↗Biagio Boi, Christian Esposito, Jung Taek Seo3 citations
  91. Federated Learning for Unsupervised Anomaly Detection in ADLs of Elderly in Single-resident Smart Homes ↗Zahraa Khais Shahid, Saguna Saguna, Christer Åhlund et al.3 citations
  92. Gender Classification via Graph Convolutional Networks on 3D Facial Models ↗Giorgio Blandano, Jacopo Burger, Annalisa Cappella et al.3 citations
  93. Hardware and Software Generation from Large Actor Machines in Streaming Applications ↗Gareth Callanan, Flavius Gruian3 citations
  94. Implementing Action Items Over Improving the Format of Retros ↗Yen Ying Ng, Ryszard Kuduk3 citations
  95. Improving Soft Skill Extraction via Data Augmentation and Embedding Manipulation ↗Muhammad Uzair Ul Haq, Paolo Frazzetto, Alessandro Sperduti et al.3 citations
  96. LINK: Self-Adaptive System with Human-Machine Teaming-based Loop for Interoperability in IoT Environments ↗Hongseok Oh, Kyungchang Jeong, Euijong Lee et al.3 citations
  97. Less is More: A Streamlined Graph-Based Fashion Outfit Recommendation without Multimodal Dependency ↗Daehee Kim, Donghee Han, Daeyoung Roh et al.3 citations
  98. Optimizing Movie Selections: A Multi-Task, Multi-Modal Framework with Strategies for Missing Modality Challenges ↗Subham Raj, Pawan Agrawal, Sriparna Saha et al.3 citations
  99. PIGMMaLIOn: a Partial Incremental Gaussian Mixture Model with a Low I/O Design ↗Meriem Bouzouad, Yasmine Benhamadi, Camélia Slimani et al.3 citations
  100. Patch Pilgrimage: Exploring the Landscape of TCP Reflective Attacks and User Patching Expedition ↗Joost Oortwijn, Carlos Gañán3 citations

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