M.Sc. Luca Cuccovillo

Luca Cuccovillo has received his M.Sc. in Computer Science and Engineering at the Politecnico di Miano (Italy) attending the study track on Sound Engineering and Design. 

He is currently pursuing his PhD at Ilmenau University of Technology (Germany) on the topic of audio signal analysis for multimodal tampering detection.

He is working as a researcher at Fraunhofer IDMT since 2013 in the research group of media distribution and security.

  • Audio Forensics
  • Signal Processing and Analysis
  • Machine Learning
  • Trustworthy AI
  • Fight Against Disinformation

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 Calibrating neural networks for synthetic speech detection: A likelihood-ratio-based approach
Cuccovillo, Luca; Aichroth, Patrick; Köllmer, Thomas
Zeitschriftenaufsatz
Journal Article
2024 Audio Transformer for Synthetic Speech Detection via Benford's Law Distribution Analysis
Talagini Ashoka, Anitha Bhat; Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2024 Advancing Audio Phylogeny: A Neural Network Approach for Transformation Detection
Gerhardt, Milica; Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2024 Audio Spectrogram Transformer for Synthetic Speech Detection via Speech Formant Analysis
Cuccovillo, Luca; Gerhardt, Milica; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2024 Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol
Apostolidis, Konstantinos; Abeßer, Jakob; Cuccovillo, Luca; Vasileios, Mezaris
Konferenzbeitrag
Conference Paper
2024 Generative AI and Disinformation
Bontcheva, Kalina; Papadopoulous, Symeon; Tsalakanidou, Filareti; Gallotti, Riccardo; Dutkiewicz, Lidia; Krack, Noémie; Nucci, Francesco Severio; Spangenberg, Jochen; Srba, Ivan; Aichroth, Patrick; Cuccovillo, Luca; Verdoliva, Luisa
Paper
2024 An Open Dataset of Synthetic Speech
Yaroshchuk, Artem; Papastergiopoulos, Christoforos; Cuccovillo, Luca; Aichroth, Patrick; Votis, Konstantinos; Tzovaras, Dimitrios
Konferenzbeitrag
Conference Paper
2024 MAD'24 Workshop: Multimedia AI against Disinformation
Stanciu, Cristian; Ionescu, Bogdan Emanuel; Cuccovillo, Luca; Papadopoulos, Symeon; Kordopatis-Zilos, Giorgos; Popescu, Ana Maria; Caldelli, Roberto
Konferenzbeitrag
Conference Paper
2024 MAD 24 Workshop Chairs' Welcome Message
Stanciu, Cristian; Ionescu, Bogdan Emanuel; Cuccovillo, Luca; Papadopoulos, Symeon; Kordopatis-Zilos, Giorgos; Popescu, Ana Maria; Caldelli, Roberto
Konferenzbeitrag
Conference Paper
2024 Audio Transformer for Synthetic Speech Detection via Formant Magnitude and Phase Analysis
Cuccovillo, Luca; Gerhardt, Milica; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2023 MAD ’23 Workshop: Multimedia AI against Disinformation
Cuccovillo, Luca; Ionescu, Bogdan; Kordopatis-Zilos, Giorgos; Papadopoulos, Symeon; Popescu, Adrian
Konferenzbeitrag
Conference Paper
2023 MAD'23 Workshop Chairs' Welcome Message
Cuccovillo, Luca; Ionescu, Bogdan; Kordopatis-Zilos, Giorgos; Papadopoulos, Symeon; Popescu, Ana Maria
Konferenzbeitrag
Conference Paper
2023 Audio Splicing Detection and Localization Based on Acquisition Device Traces
Leonzio, Daniele Ugo; Cuccovillo, Luca; Bestagini, Paolo; Marcon, Marco; Aichroth, Patrick; Tubaro, Stefano
Zeitschriftenaufsatz
Journal Article
2022 Open Challenges in Synthetic Speech Detection
Cuccovillo, Luca; Papastergiopoulos, Christoforos; Vafeiadis, Anastasios; Yaroshchuk, Artem; Aichroth, Patrick; Votis, Konstantinos; Tzovaras, Dimitrios
Konferenzbeitrag
Conference Paper
2022 Environment Classification via Blind Roomprints Estimation
Baum, Malte; Cuccovillo, Luca; Yaroshchuk, Artem; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2022 MAD 2022, 1st International Workshop on Multimedia AI against Disinformation. Proceedings
Tagungsband
Conference Proceeding
2022 Spectral Denoising for Microphone Classification
Cuccovillo, Luca; Giganti, Antonio; Bestagini, Paolo; Aichroth, Patrick; Tubaro, Stefano
Konferenzbeitrag
Conference Paper
2022 Mad '22 Workshop Chairs' Welcome Message
Ionescu, B.; Kordopatis-Zilos, G.; Papadopoulos, S.; Popescu, A.; Cuccovillo, Luca
Konferenzbeitrag
Conference Paper
2022 Speaker-Independent Microphone Identification in Noisy Conditions
Giganti, Antonio; Cuccovillo, Luca; Bestagini, Paolo; Aichroth, Patrick; Tubaro, Stefano
Konferenzbeitrag
Conference Paper
2022 MAD '22 Workshop: Multimedia AI against Disinformation
Ionescu, B.; Kordopatis-Zilos, G.; Popescu, A.; Cuccovillo, Luca; Papadopoulos, S.
Konferenzbeitrag
Conference Paper
2022 Best Practice Manual for Digital Audio Authenticity Analysis
Bartle, Anna; Boss, Dagmar; Boyarov, Alexander G.; Cuccovillo, Luca; Grigoras, Catalin; Michałek, Marcin; Nyberg, Dan
Andere
Other
2021 Audio forensics and provenance analysis: Technologies for media verification and asset management
Aichroth, Patrick; Cuccovillo, Luca; Gerhardt, Milica
Zeitschriftenaufsatz
Journal Article
2021 Detection and localization of partial audio matches in various application scenarios
Maksimovic, Milica; Aichroth, Patrick; Cuccovillo, Luca
Zeitschriftenaufsatz
Journal Article
2019 Copy-Move Forgery Detection and Localization via Partial Audio Matching
Maksimovic, Milica; Cuccovillo, Luca; Aichroth, Patrick
Zeitschriftenaufsatz
Journal Article
2019 Inverse Decoding of PCM A-law and µ-law
Cuccovillo, Luca; Aichroth, Patrick
Zeitschriftenaufsatz
Journal Article
2018 Detection and localization of partial audio matches
Aichroth, P.; Cuccovillo, L.; Maksimovic, M.
Konferenzbeitrag
Conference Paper
2017 Phylogeny analysis for MP3 and AAC coding transformations
Maksimovic, Milica; Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2017 Increasing the temporal resolution of ENF analysis via harmonic distortion
Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2016 AAC encoding detection and bitrate estimation using a convolutional neural network
Seichter, Daniel; Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2016 Open-set microphone classification via blind channel analysis
Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2016 The MICO broker: An orchestration framework for linked data extractors
Aichroth, Patrick; Sieland, Marcel; Cuccovillo, Luca; Köllmer, Thomas
Konferenzbeitrag
Conference Paper
2014 A multi-codec audio dataset for codec analysis and tampering detection
Gärtner, Daniel; Cuccovillo, Luca; Mann, Sebastian; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2014 Video camera identification using audio-visual features
Milani, S.; Cuccovillo, Luca; Tagliasacchi, M.; Tubaro, S.; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
2014 Efficient Cross-Codec Framing Grid Analysis for Audio Tampering Detection
Gärtner, Daniel; Dittmar, Christian; Aichroth, Patrick; Schroth, P.; Cuccovillo, Luca; Mann, Sebastian; Schuller, Gerald
Konferenzbeitrag
Conference Paper
2013 Blind microphone analysis and stable tone phase analysis for audio tampering detection
Cuccovillo, Luca; Mann, Sebastian; Aichroth, Patrick; Tagliasacchi, Marco; Dittmar, Christian
Konferenzbeitrag
Conference Paper
2013 Combining ENF phase discontinuity checking and temporal pattern matching for audio tampering detection
Mann, Sebastian; Cuccovillo, Luca; Aichroth, Patrick; Dittmar, Christian
Konferenzbeitrag
Conference Paper
2013 Audio tampering detection via microphone classification
Cuccovillo, Luca; Mann, Sebastian; Tagliasacchi, Marco; Aichroth, Patrick
Konferenzbeitrag
Conference Paper
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