Program

C4AI4C will be a full-day workshop, comprised of two keynote speeches, presentation of 11 technical papers and one abstract. The workshop will take place in the afternoon of Friday, May 8th in room Aula 105 of the new CAI 2026 conference venue.

Below is a list of accepted papers and the final program (updated April 27).

Accepted Full-length Technical Papers

Title: Investigating the Impact of Speech Enhancement on Audio Deepfake Detection in Noisy Environments (#571)            
Authors: Angela Anacin, Shruti Kshirsagar, Anderson Avila

Title: From Neural Endophenotypes to Secure Human–Machine Interaction: Identifying Empathy-Related Vulnerabilities from Resting-State qEEG using Deep Learning (#595)      
Authors: Sioui Maldonado-Bouchard, Amir Saki, usef faghihi, Mathieu Brideau-Duquette, Patrice Renaud  

Title: A new early stopping proposal for efficient generative model inversion attacks (#602)
Authors: Fernando Moreno Jiménez, Antonio J. Rivera Rivas, Maria Jose Del Jesus, Dr. Pérez-Godoy                

Title: PREFENSE: A Capability-Aware Benchmark for Evaluating Contextual-Grounded Prompting in LLM-Based Security Investigation (#623)  
Authors: Vaishali Vinay, Arth Bhardwaj 

Title: Partial Audio Deepfake Detection: Are We Really Detecting Synthetic Media or Just Dataset Content Biases?  (#626)              
Authors: Arthur Pimentel, Yi Zhu, Tiago H. Falk    

Title: EM-Auth: A Generalizable Eye-Movement Authentication Framework using Event Cameras (#686)      
Authors: Ba Luan Dang, Vu Truong, Long Bao Le, Tiago H. Falk 

Title: Towards Efficient Intrusion Detection: Feature Selection in Multiclass CNNs with Numerical Inputs (#693)   
Authors: Inaê S. de Figueiredo, Leandro Aparecido Passos, Douglas Rodrigues, Danilo Jodas, Fabricio Amoroso, Anderson Avila, Joao Paulo Papa, Kelton A. Pontara da Costa           

Title: Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis (#696)
Authors: Aishwarya Ravindra Fursule*, Shruti Kshirsagar, Anderson Avila 

Title: Lightweight LLM Adaptation for Intrusion Detection via Token-Efficient Flow Representation (#698) 
Authors: Hajar Moudoud, Akram Akram Laamari, Zakaria Abou El Houda   

Title: Comparative Analysis of Machine Learning, LLMs, and RAG for Fake News Detection (#699)
Authors: Yassin Sadfi, Anderson Avila, Alan Davoust, Hazem Amamou 

Title: Agentic AI as a Cybersecurity Attack Surface: Threats, Exploits, and Defenses in Runtime Supply Chains (#701)      
Authors: Xiaochong Jiang, Shiqi Yang, Wenting Yang, Yichen Liu, Cheng Ji