1. PANARIELLO Michele
  2. PANARIELLO Michele
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PANARIELLO Michele

Journal

Tomashenko, Natalia; Xiaoxiao, Miao; Champion, Pierre; Meyer, Sarina; Panariello, Michele; Wang, Xin; Evans, Nicholas; Vincent, Emmanuel; Yamagishi, Junichi; Todisco, Massimiliano

The third VoicePrivacy challenge: Preserving emotional expressiveness and linguistic content in voice anonymization

Submitted to SSRN Elsevier, 13 January 2026
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Thèse

Panariello, Michele

Voice anonymization: from vocoder drift to neural audio codecs and robust evaluation

Thesis
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Talk

Panariello, Michele

Convolutional adversarial attacks on ASV and Deepfake detection systems

Workshop on voice deepfakes and adversarial attacks detection: advances and perspectives, 13 November 2025, (Online event)
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Conférence

Qu, Yangyang; Panariello, Michele; Todisco, Massimiliano; Evans, Nicholas

Reference-free adversarial sex obfuscation in speech

APSIPA 2025, 17th Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 22-24 October 2025, Shangri-la, Singapore
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ARXIV
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Conférence

Bai, Yibo; Chen, Sizhou; Panariello, Michele; Zhang, Xiao-Lei; Todisco, Massimiliano; Evans, Nicholas

MDD: a mask diffusion detector to protect speaker verification systems from adversarial perturbations

APSIPA ASC 2025, 17th Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 22-24 October 2025, Shangri-la, Singapore
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ARXIV
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Conférence

Panariello, Michele; Meyer, Sarina; Champion, Pierre; Miao, Xiaoxiao; Todisco, Massimiliano; Vu, Ngoc Thang; Evans, Nicholas

The risks and detection of overestimated privacy protection in voice anonymisation

SPSC 2025, 5th Symposium on Security and Privacy in Speech Communication, 16 August 2025, Delft, The Netherlands
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Conférence

Bakari, Rayane; Le Blouch, Olivier; Evans, Nicholas; Gengembre, Nicolas; Panariello, Michele; Todisco, Massimiliano

The influence of non-timbral cues in voice anonymisation and evaluation

SPSC 2025, 5th Symposium on Security and Privacy in Speech Communication, 16 August 2025, Delft, The Netherlands
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Conférence

Galdi, Chiara; Panariello, Michele; Todisco, Massimiliano; Evans, Nicholas

2D-Malafide: an adversarial perturbation to deceive presentation attack detection systems for image biometrics

BIOSIG 2024, 23rd International Conference of the Biometrics Special Interest Group, 25-27 September 2024, Darmstadt, Germany
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ARXIV
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Conférence

Panariello, Michele; Todisco, Massimiliano; Evans, Nicholas

Preserving spoken content in voice anonymisation with character-level vocoder conditioning

SPSC 2024, 4th Symposium on Security and Privacy in Speech Communication 2024, 6 September 2024, Kos Island, Greece
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ARXIV
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Conférence

Tomashenko, Natalia; Miao, Xiaoxiao; Champion, Pierre; Meyer, Sarina; Wang, Xin; Vincent, Emmanuel; Panariello, Michele; Evans, Nicholas; Yamagishi, Junichi; Todisco, Massimiliano

The voice privacy 2024 challenge evaluation plan

SPSC 2024, 4th Symposium on Security and Privacy in Speech Communication 2024, 6 September 2024, Kos Island, Greece
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