| 2025 | SMC | Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis. | Hazem Amamou, Stphane Gagnon, Alan Davoust, Anderson R. Avila |
| 2025 | SMC | Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks. | Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphal Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila |
| 2025 | SMC | Phonetic Analysis of Real and Synthetic Speech Using HuBERT Embeddings: Perspectives for Deepfake Detection. | Dia Elhak Temmar, Assia Hamadene, Vamshi Nallaguntla, Aishwarya Fursule, Mohand Sad Allili, Shruti Rajendra Kshirsagar, Anderson R. Avila |
| 2024 | ICASSP | VIC-KD: Variance-Invariance-Covariance Knowledge Distillation to Make Keyword Spotting More Robust Against Adversarial Attacks. | Heitor R. Guimares, Arthur Pimentel, Anderson R. Avila, Tiago H. Falk |
| 2023 | ICASSP | Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. | Heitor R. Guimares, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago H. Falk |
| 2023 | SMC | Assessing the Vulnerability of Self-Supervised Speech Representations for Keyword Spotting Under White-Box Adversarial Attacks. | Heitor R. Guimares, Yi Zhu, Orson Mengara, Anderson R. Avila, Tiago H. Falk |
| 2023 | SMC | How Secure is Code Generated by ChatGPT? | Raphal Khoury, Anderson R. Avila, Jacob Brunelle, Baba Mamadou Camara |
| 2022 | Interspeech | Low-bit Shift Network for End-to-End Spoken Language Understanding. | Anderson R. Avila, Khalil Bibi, Rui Heng Yang, Xinlin Li, Chao Xing, Xiao Chen |
| 2021 | Interspeech | Sequential End-to-End Intent and Slot Label Classification and Localization. | Yiran Cao, Nihal Potdar, Anderson R. Avila |
| 2019 | ICASSP | Non-intrusive Speech Quality Assessment Using Neural Networks. | Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke |
| 2019 | Interspeech | Blind Channel Response Estimation for Replay Attack Detection. | Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2019 | QoMEX | Intrusive Quality Measurement of Noisy and Enhanced Speech based on i-Vector Similarity. | Anderson R. Avila, Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2018 | Interspeech | Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition. | Anderson R. Avila, Md. Jahangir Alam, Douglas D. O'Shaughnessy, Tiago H. Falk |
| 2018 | QoMEX | Towards a Neuro-Inspired No-Reference Instrumental Quality Measure for Text-to-Speech Systems. | Rishabh Gupta, Anderson R. Avila, Tiago H. Falk |
| 2014 | Interspeech | Improving the performance of far-field speaker verification using multi-condition training: the case of GMM-UBM and i-vector systems. | Anderson R. Avila, Milton Orlando Sarria-Paja, Francisco J. Fraga, Douglas D. O'Shaughnessy, Tiago H. Falk |