Davide Cavagnino Publications

Papers in International books:

V. Pomponiu, M. Botta, D. Cavagnino. Data Hiding in the Wild: Where Computational Intelligence Meets Digital Forensics. In Surveillance in Action: Technologies for Civilian, Military and Cyber Surveillance, Karampelas, Panagiotis and Bourlai, Thirimachos Eds., pages 301-331, doi:10.1007/978-3-319-68533-5_15; ISBN: 978-3-319-68533-5, Springer International Publishing, Cham (CH), 2018.

V. Pomponiu, D. Cavagnino, A. Basso, A. Vernone. Data hiding schemes based on Singular Value Decomposition. In Advanced Techniques in Multimedia Watermarking: Image, Video and Audio Applications, Ali Mohammad Al-Haj Ed., Chapter 11, pages 254-288, DOI: 10.4018/978-1-61520-903-3.ch011; ISBN13: 9781615209033; IGI Global, 2010.

M. Baldoni, C. Baroglio, D. Cavagnino, L. Saitta. Towards Automatic Fractal Feature Extraction for Image Recognition. In H. Liu and H. Motoda, editors, Feature Extraction, Construction and Selection: a Data Mining Perspective, pages 357-373, Kluwer Academic Publisher, 1998.

M. Baldoni, C. Baroglio, D. Cavagnino, L. Egidi. Learning to classify images by means of Iterated Function Systems. In M. M. Novak, editor, Fractals and Beyond: Complexities in the Sciences, pages 173-182, World Scientific, 1998.

Papers in International journals:

D. Cavagnino, A. Druetto, M. Grangetto, M. Lucenteforte. High capacity reversible data hiding in radiographic images with optimal bit allocation. Multimedia Tools and Applications (2024). https://doi.org/10.1007/s11042-024-18539-8, ISSN 1573-7721.

M. Botta, D. Cavagnino, A. Druetto. Hide45: A Method for Optimal Payload Data Hiding in Base45 Encoded Strings. Applied Sciences, 13, 9993; doi: https://doi.org/10.3390/app13179993, 2023, ISSN 2076-3417.

M. Botta, D. Cavagnino. Escaping Printable Encoded Streams to Embed Out-of-Band Data. Applied Sciences, 13, 6926; doi: https://doi.org/10.3390/app13126926, 2023, ISSN 2076-3417.

M. Botta, D. Cavagnino. Improving data embedding capacity into Base45 encoded strings. Engineering Reports. 2023; e12622; doi: 10.1002/eng2.12622

M. Botta, D. Cavagnino. Base41: A proposal for printable encoding of bit strings. Engineering Reports. 2023; 5(5):e12606; doi: 10.1002/eng2.12606

M. Botta, D. Cavagnino. A Framework for Reversible Data Embedding into Base45 and Other Non-Base64 Encoded Strings. Applied Sciences, 12, 241; doi: https://doi.org/10.3390/app12010241, 2022, ISSN 2076-3417.

M. Roberti, A. Druetto, D. Busonero, R. Cancelliere, D. Cavagnino, M. Gai. Anomaly Detection Techniques in the Gaia Space Mission Data. Journal of Signal Processing Systems, Springer (2021), ISSN 1939-8115 View online

M. Botta, D. Cavagnino, R. Esposito. NeuNAC: A novel fragile watermarking algorithm for integrity protection of neural networks. Information Sciences, Volume 576, 2021, Pages 228-241, ISSN 0020-0255, https://doi.org/10.1016/j.ins.2021.06.073

M. Botta, D. Cavagnino, V. Pomponiu. Reversible Fragile Watermarking for Multichannel Images with High Redundancy Channels. Multimed Tools Appl 79, 26427 26445 (2020), https://doi.org/10.1007/s11042-020-08986-4, ISSN 1573-7721.

M. Botta, D. Cavagnino, M. Gribaudo, P. Piazzolla. Fragile Watermarking of 3D Models in a Transformed Domain. Applied Sciences, 10, 3244; doi:10.3390/app10093244, 2020, ISSN 2076-3417.

M. Botta, D. Cavagnino, V. Pomponiu. Image Fragile Watermarking through Quaternion Linear Transform in Secret Space. Journal of Imaging. 2017; Vol. 3, No. 3, Article no. 34, pages 1-16, ISSN 2313-433X.

M. Botta, D. Cavagnino, V. Pomponiu. A modular framework for color image watermarking, Signal Processing, Elsevier, February 2016, Vol. 119, pages 102-114, ISSN 0165-1684, http://dx.doi.org/10.1016/j.sigpro.2015.07.018

D. Cavagnino, M. Lucenteforte, M. Grangetto. High capacity reversible data hiding and content protection for radiographic images, Signal Processing, Elsevier, December 2015, Vol. 117, pages 258-269, ISSN 0165-1684, http://dx.doi.org/10.1016/j.sigpro.2015.05.020

M. Botta, D. Cavagnino, V. Pomponiu. A successful attack and revision of a chaotic system based fragile watermarking scheme for image tamper detection, AEU - International Journal of Electronics and Communications, 69(1), January 2015, pages 242-245, ISSN 1434-8411, http://dx.doi.org/10.1016/j.aeue.2014.09.004

M. Botta, D. Cavagnino, V. Pomponiu. Fragile watermarking using Karhunen-Lo ve transform: the KLT-F approach. Soft Computing, vol. 19, n. 7, ISSN 1432-7643, pages 1905-1919, Springer Berlin Heidelberg (2015).

M. Botta, D. Cavagnino, V. Pomponiu. Protecting the Content Integrity of Digital Imagery with Fidelity Preservation: An Improved Version. ACM Trans. Multimedia Comput. Commun. Appl. vol 10, no. 3, pp. 29:1-29:5, April 2014, ACM, New York, NY, USA, doi: 10.1145/2568224.

N. Balossino, D. Cavagnino, M. Grangetto, M. Lucenteforte, S. Rabellino. A high capacity reversible data hiding scheme for radiographic images. Communications in Applied and Industrial Mathematics, North America, vol. 4, 2013, ISSN: 2038-0909, doi: 10.1685/journal.caim.444.

V. Pomponiu, D. Cavagnino. Security analysis of SVD-based watermarking techniques. International Journal of Multimedia Intelligence and Security, Vol. 2, No. 2, pp. 120-145, 2011, Inderscience Enterprises Ltd.

A. Basso, D. Cavagnino, V. Pomponiu, A. Vernone. Blind Watermarking of Color Images Using Karhunen-Loève Transform Keying. The Computer Journal 2011 54(7):1076-1090, doi: 10.1093/comjnl/bxq052, Oxford University Press.

D. Cavagnino; A. E. Werbrouck. An Analysis of Associated Dividends in the DBM Algorithm for Division by Constants Using Multiplication. The Computer Journal 2011 54(1):148-156, doi: 10.1093/comjnl/bxp117, Oxford University Press.

Basso, A.; Bergadano, F.; Cavagnino, D.; Pomponiu, V.; Vernone, A. A Novel Block-based Watermarking Scheme Using the SVD Transform. Algorithms 2009, 2, 46-75, doi:10.3390/a2010046.

D. Cavagnino; A. E. Werbrouck. Efficient Algorithms for Integer Division by Constants Using Multiplication. The Computer Journal 2008 51(4):470-480, doi:10.1093/comjnl/bxm082, Oxford University Press.

P. Dal Checco, F. Bergadano, D. Cavagnino, A. Nesta, M. Miraglia, P. Zaccone. Secure Logging for Irrefutable Administration. Int. Journal of Network Security, Vol. 4, No. 3, pp. 340-347, May 2007.

F. Bergadano and D. Cavagnino. Dealing with packet loss in the Interactive Chained Stream Authentication protocol. Computers & Security, Vol. 24, Issue 2, pages 139-146, March 2005, Elsevier.

M. Baldoni, C. Baroglio, and D. Cavagnino. Use of IFS Codes for Learning 2D Isolated-Object Classification Systems. Journal of Computer Vision and Image Understanding, 77(3):371-387, March 2000.

A. Werbrouck, F. Tosello, A. Rivetti, G. Mazza, P. De Remigis, D. Cavagnino, G. Alberici. Image Compression for the Silicon Drift Detectors in the ALICE Experiment. Presented at Imaging 2000, Royal Swedish Academy of Sciences in Stockholm, Sweden, June 28 - July 1, 2000. Published in Nuclear Instruments & Methods in Physics Research Section A 471 (2001), pages 281-284, Elsevier.

Papers in International conference proceedings:

Spina, Daniele; Bottino, Andrea; Cavagnino, Davide; Chiariglione, Leonardo; Lucenteforte, Maurizio; Mazzaglia, Marco; Strada, Francesco. AI Server-Side Prediction for Latency Mitigation and Cheating Detection: The MPAI-SPG Approach. 2024 IEEE Gaming, Entertainment, and Media Conference (GEM), pages 1-6, ISBN 979-8-3503-7453-7, DOI https://dx.doi.org/10.1109/gem61861.2024.10585519, 2024.

Chaudhry H.A.H.; Renzulli R.; Perlo D.; Santinelli F.; Tibaldi S.; Cristiano C.; Grosso M.; Fiandrotti A.; Lucenteforte M.; Cavagnino D. Lung nodules segmentation with DeepHealth toolkit, in 21st International Conference on Image Analysis and Processing (ICIAP 2021), Lecce (Italy), Lecture Notes in Computer Science (LNCS, volume 13373), Springer Science and Business Media Deutschland GmbH, pages 487-497, 2022, ISBN 978-3-031-13321-3, DOI https://dx.doi.org/10.1007/978-3-031-13321-3_43.

E. Tartaglione, M. Grangetto, D. Cavagnino, M. Botta. Delving in the loss landscape to embed robust watermarks into neural networks, in 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, Jan 10-15, 2021, pages 1243-1250, ISBN: 978-1-7281-8808-9.

A. Druetto, M. Roberti, R. Cancelliere, D. Cavagnino, M. Gai. A Deep Learning Approach to Anomaly Detection in the Gaia Space Mission Data, in Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II, pp. 390-401, LNCS 11507, Springer, ISBN: 978-3-030-20517-1, doi: 10.1007/978-3-030-20518-8_33.

Verdoja, F., Bonafè, B., Cavagnino, D., Grangetto, M., Bracco, C., Varetto, T., Racca, M., Stasi, M., Global and local anomaly detectors for tumor segmentation in dynamic pet acquisitions, in Proc. of 2016 IEEE International Conference on Image Processing (ICIP), 25-28 Sept. 2016, Phoenix, AZ, pp. 4131-4135, doi: 10.1109/ICIP.2016.7533137.

V. Pomponiu, D. Cavagnino, M. Botta, H. Nejati. Information hiding techniques for infrared images: exploring the state-of-the art and challenges. In Proc. of SPIE Electro-Optical and Infrared Systems: Technology and Applications XII; and Quantum Information Science and Technology, Vol. 9648, pp. 96480J-96480J, International Society for Optics and Photonics, ISBN: 9781628418583, October 2015, doi:10.1117/12.2196071.

V. Pomponiu, D. Cavagnino, M. Botta. SS-SVD: Spread spectrum data hiding scheme based on Singular Value Decomposition. ISCE2015 19th International Symposium on Consumer Electronics, Madrid, 2015, pp. 1-2, IEEE, ISSN 0747-668X, doi: 10.1109/ISCE.2015.7177769.

V. Pomponiu, D. Cavagnino, M. Botta. On the Security of the Schur-based Watermarking Schemes. IEEE International Conference on Digital Signal Processing, pp. 215-218, IEEE, ISSN 1546-1874, Singapore, 2015, doi: 10.1109/ICDSP.2015.7251862.

M. Botta, D. Cavagnino, V. Pomponiu. Automatic Selection of GA Parameters for Fragile Watermarking. Proc. of EvoStar 2014, Granada, Spain, April 2014.

M. Botta, D. Cavagnino, V. Pomponiu. Weighted-Sum Fragile Watermarking in the Karhunen-Lo ve Domain. 9th International Workshop Security and Trust Management, STM 2013, LNCS 8203, pages 223-234, ISBN 978-3-642-41097-0, Springer-Verlag Berlin Heidelberg, 2013.

M. Botta, D. Cavagnino, V. Pomponiu. KL-F: Karhunen-Lo ve Based Fragile Watermarking. 5th International Conference on Network and System Security NSS 2011, pages 65-72, ISBN: 978-1-4577-0459-8, September 6-8, 2011, Milan, Italy.

D. Cavagnino, M. Gribaudo. Discretization of 3D models using voxel elements of different shapes. International Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging CAE2010, P. Jepp and O. Deussen Eds., pages 91-98, ISBN 978-3-905674-24-8, 14-15 June 2010, London, UK. Published by the Eurographics Association, Goslar, Germany.

F. Bergadano, D. Cavagnino, P. Dal Checco, G. Falzetta, M. V. Garzelli, "A Partial Brute Force Attack on AES using GRID computing resources", Proceedings of the International Conference on Advances in the Internet, Processing, Systems, and Interdisciplinary research, VIPSI-2006 Bled, Slovenia, ISBN: 86-7466-117-3

F. Bergadano, D. Cavagnino, P. A. Nesta. Server-Based Access Verification. Proc. of 1st International workshop on Electronic Government and Commerce: Design, Modeling, Analysis and Security EGCDMAS 2004, pages 91-103.

F. Bergadano, D. Cavagnino, L. Egidi. Partially sighted signatures on large documents. International Network Conference 2002, 16 - 18th July 2002, University of Plymouth, UK, pp. 373-380.

F. Bergadano, D. Cavagnino, P. A. Nesta. Certification of Web Access Statistics. Proc. of e-2001, Venice, 17-19 october 2001, IOS Press. E-work and E-commerce. Vol. 1, pages 326-332.

F. Bergadano, D. Cavagnino, B. Crispo. Individual Single Source Authentication on the MBone. Proc. of International Conference on Multimedia and Expo 2000, ICME 2000, pages 541-544, July 31 to August 2, New York City, USA.

F. Bergadano, D. Cavagnino, B. Crispo. Chained Stream Authentication. Proc. of Selected Areas in Cryptography 2000, D. R. Stinson, S. Tavares Eds., LNCS 2012, Springer-Verlag, pages 144-157, 14-15 August, Waterloo, Ontario, Canada.

F. Bergadano, D. Cavagnino, B. Crispo. Issues in Multicast Security. Cambridge Int. Workshop on Security Protocols, UK, April 1999, LNCS 1796, pages 119-131, Springer.

D. Cavagnino, A. E. Werbrouck. Color Image Compression by means of Separable Karhunen Loéve transform and Vector Quantization. Proceedings of 5th International Workshop on Systems, Signals and Image Processing IWSSIP'98, pp. 235-238, a cura di Branka Zovko-Cihlar della Faculty of Electrical Engineering and Computing, Zagreb (Croatia).

M. Baldoni, C. Baroglio, D. Cavagnino. XFF: a simple method to eXtract Fractal Features for 2D object recognition. In A. Amin, D. Dori, P. Pudil, and H. Freeman, editors, Advances in Pattern Recognition, Joint IAPR International Workshops, SSPR'98 and SPR'98, volume 1451 of LNCS, pages 382-389, Springer Verlag, 1998.

M. Baldoni, C. Baroglio, D. Cavagnino, L. Saitta. IFS-based feature extraction for learning to classify objects. In R. Cucchiara and M. Piccardi, editors, Proc. of the Workshop: Artificial Intelligence and Pattern Recognition Techniques for Computer Vision, IAPRVA'98, pages 9-14, Ferrara, Italy, 1998.

M. Baldoni, C. Baroglio, D. Cavagnino, G. Lo Bello. Extraction of Discriminant Features from Image Fractal Encoding. In M. Lenzerini, editor Proc. of AI*IA 97: Advances in Artificial Intelligence, volume 1321 of LNAI, pages 127-138, Springer Verlag, 1997.

N. Balossino, D. Cavagnino. Approximation of bidimensional Karhunen Loeve expansions by means of monodimensional Karhunen Loeve expansions, applied to image compression. Proc. of 3rd International Workshop on Image and Signal Processing, Advances in computational intelligence, Elsevier, November 4-7, 1996, Manchester, UK, pp. 205-208.

N. Balossino, D. Cavagnino, G. Magliacani, M. T. Reineri. An integrated system for a hospital burn unit. In Proceedings of the Twelfth IASTED International Conference, MODELLING, IDENTIFICATION AND CONTROL, Innsbruck, Austria, 15-17 febbraio 1993, ACTA PRESS, pp. 371-374.

Ph.D. thesis:

D. Cavagnino. Development of a Color Image Compression Technique based on Separable Karhunen Loève Transform and Fuzzy Logic. PhD Thesis. Dipartimento di Informatica, Università degli Studi di Torino,1998.

Papers in italian conference proceedings:

N. Balossino, D. Cavagnino, M. Lucenteforte, S. Rabellino, S. Vaglienti. Simulazione di Esami Radiologici mediante Applicazione della Tecnologia CUDA. Atti di AICA 2011, 15-17 Novembre 2011, Torino, Italia; ISBN 9788890540646.

F. Bergadano, D. Cavagnino. Certificazione di Accessi a Server Web. Atti Congresso AICA 2000, pagg. 287-298, 27-30 settembre 2000, Taormina, Italy.

N. Balossino, D. Cavagnino, S. Siracusa. Evoluzione di rilievi di laboratorio in un iperspazio dinamico. 28° Congresso Nazionale della Società Italiana di Biochimica Clinica e Biologia Molecolare Clinica, Pesaro, 8-11 ottobre 1996. RIASSUNTI, p. 21.

N. Balossino, D. Cavagnino, M. T. Reineri, F. Sicurello, S. Siracusa. Tecniche di segmentazione di immagini NMR basate sui fuzzy set. Atti del IX Congresso Nazionale di Informatica Medica, 3-5 ottobre 1996, Venezia, Università Cà Foscari. Istituto Italiano di Medicina Sociale Editore, pp. 351-355.

N. Balossino, D. Cavagnino, C. Cimino, F. Sicurello, S. Siracusa. Sistema informativo integrato per una divisione neurologica. VII Meeting - Medicina e Informatica, Policlinico "A. Gemelli", Roma 15-17 maggio 1996, La Rivista Medica Italiana, Anno XV Numero 1, pp. 241-249.

N. Balossino, D. Cavagnino, G. Magliacani, M. T. Reineri. Development of eidethical data base for hospital surgical unit by using fractal compression. In Proceedings of the Health Telematics '95, AIIMB, Napoli, Italia, 2-6 luglio 1995, pp. 173-178.

N. Balossino, D. Cavagnino, M. T. Reineri, G. Magliacani. Sviluppo di un sistema multimediale per un reparto grandi ustionati. In Atti del Congresso Annuale AICA '94, Palermo, Italy, 21-23 settembre 1994, pp. 1223-1228.

N. Balossino, D. Cavagnino, L. Durelli. Determinazione manuale e semiautomatica di zone di sospetta lesione in immagini cerebrali NMR. In Atti del VIII Congresso Nazionale di Informatica Medica, AIIM '94, Roma, Italy, 18-21 settembre 1994, pp. 531-536.

Papers in italian journals:

N. Balossino, D. Cavagnino, G. Magliacani. Aspetti evolutivi di interfacce ipermediali in ambito clinico. In Medicina e informatica, n. 1, Il Pensiero Scientifico Editore, 1993, pp.11-15.

Papers in italian books:

N. Balossino, D. Cavagnino, M. Lucenteforte, S. Rabellino. La protezione delle immagini mediche. In Dall'Informatica medica alla sanit elettronica: lezioni dal passato e prospettive per il futuro. A cura di F. L. Ricci, D. M. Pisanelli, F. Sicurello, Editore: Edisef, 2012, ISBN 978-88-6571-010-4, pp. 265-270.

D. Cavagnino. The Importance of Cryptographic Hashes in Computer Security. An overview of present and future cryptographic hash functions. In Miscellanea della Facolt di Lingue e Letterature Straniere, "L'Italia nelle scritture degli altri", Trauben, 2011, pp. 283-296.

L. Anselma, D. Cavagnino. How to tell the truth without knowing what you are talking about. George Boole and the Boolean algebra. In Miscellanea della Facolt di Lingue e Letterature Straniere, "La ricerca della verità", Trauben, 2010, pp. 211-224.

L. Anselma, D. Cavagnino, L. Seroglia, J. Spendel. Traslitterazione e trascrizione automatiche mediante l uso di un foglio elettronico: il caso della lingua russa trascritta in lingua italiana. In Annale della Facolt di Lingue e Letterature Straniere, "Per le vie del mondo", Trauben, 2009, pp. 139-153.

Patents:

Cavagnino Davide, Lucenteforte Maurizio, Pero Silvio, Sagliocco Sergio, Vernone Annamaria. Procedimento e sistema per marcare immagini mediche tramite una tecnica di "watermarking" fragile e reversibile utilizzando un metodo statistico e firma digitale. Domanda di brevetto TO2013A000688 depositata il 12 agosto 2013; data di pubblicazione dichiarata sul sito uibm.gov.it 11 novembre 2013.

P. L. Zaccone, M. Leone, E. Caprella, F. Bergadano, D. Cavagnino, P. Dal Checco. Group signature scheme with improved efficiency, in particular in a join procedure. Publication Number: WO 2007/071265. International Application Number: PCT/EP2005/013651. International Filing Date: 19.12.2005. International Publication Date: 28.06.2007

P. L. Zaccone, A. Nesta, F. Bergadano, D. Cavagnino, P. Dal Checco, M. Miraglia. Secure Logging for Irrefutable Administration. Publication Number: WO 2005/098564. International Application Number: PCT/EP2004/050460. International Filing Date: 06.04.2004. International Publication Date: 20.10.2005

F. Bergadano, D. Cavagnino. Sistema e Metodo per la verifica delle richieste HTTP. Brevetto Italiano numero 01320716 del 10/12/2003.

Internal reports INFN/CERN projects:

D. Cavagnino, P. Giubellino, P. De Remigis, A. Werbrouck, G. Alberici, G. Mazza, A. Rivetti, F. Tosello. Zero Suppression and Data Compression for SDD Output in the ALICE Experiment. Internal Note SDD ALICE-INT-1999-28. Available at URL http://edms.cern.ch/

D. Cavagnino, P. De Remigis, P. Giubellino, G. Mazza, A. E. Werbrouck. Data Compression for the ALICE Silicon Drift Detector. ALICE Experiment Internal note, INT-98-41. Available at URL http://cdsweb.cern.ch/record/689010/files/INT-1998-41.pdf. CERN, Geneve.

G. C. Bonazzola, D. Cavagnino, P. De Remigis, P. Giubellino, G. Mazza, A. Rivetti, F. Tosello. A possible SDD readout scheme for the Inner Tracking System of the ALICE experiment. ALICE/97-36, Internal note/SIL, 14 november 1997. Available at URL http://cdsweb.cern.ch/record/689439/files/INT-1997-36.pdf. CERN, Geneve.

Technical reports:

M. Botta, D. Cavagnino, V. Pomponiu. Karhunen-Lo ve transform for Fragile Watermarking. Technical report RT 144/2012. Dipartimento di Informatica. Universit degli Studi di Torino, Italy, 2012.

F. Bergadano, D. Cavagnino, L. Egidi. Signing very large files with non-standard signatures. Technical report RT 59/2000. Dipartimento di Informatica. Università degli Studi di Torino, Italy, 2000.

M. Baldoni, C. Baroglio, D. Cavagnino, G. Lo Bello. Technical report RT 41/97. Dipartimento di Informatica. Università degli Studi di Torino, Italy, 1997.

M. Baldoni, C. Baroglio, D. Cavagnino. Image Recognition through Fractal Description. Technical report RT 35/97. Dipartimento di Informatica. Università degli Studi di Torino, Italy, 1997.

M. Baldoni, D. Cavagnino. x_n+1=f(x_n). Technical report RT 22/96. Dipartimento di Informatica. Università degli Studi di Torino, Italy, 1996.