TP.L4: Special Session - Artificial Intelligence for Multimedia Security Applications |
| Session Type: Lecture |
| Time: Tuesday, September 24, 14:10 - 15:58 |
| Location: Room 201A (2F) |
| Session Chairs: Mauro Barni, University of Siena and Jiwu Huang, Shenzhen University |
| TP.L4.1: EXTENDING ADVERSARIAL ATTACKS AND DEFENSES TO DEEP 3D POINT CLOUD CLASSIFIERS |
| Daniel Liu; Torrey Pines High School |
| Ronald Yu; University of California, San Diego |
| Hao Su; University of California, San Diego |
| TP.L4.2: DIRECT ADVERSARIAL ATTACK ON STEGO SANDWICHED BETWEEN BLACK BOXES |
| Hongyue Zha; University of Science and Technology of China |
| Weiming Zhang; University of Science and Technology of China |
| Chuan Qin; University of Science and Technology of China |
| Nenghai Yu; University of Science and Technology of China |
| TP.L4.3: EXPLOITING CNN LAYER ACTIVATIONS TO IMPROVE ADVERSARIAL IMAGE CLASSIFICATION |
| Roberto Caldelli; National Interuniversity Consortium for Telecommunications (CNIT) |
| Rudy Becarelli; University of Florence |
| Fabio Carrara; National Research Council |
| Fabrizio Falchi; National Research Council |
| Giuseppe Amato; National Research Council |
| TP.L4.4: ROBUSTIFICATION OF DEEP NET CLASSIFIERS BY KEY BASED DIVERSIFIED AGGREGATION WITH PRE-FILTERING |
| Olga Taran; University of Geneva |
| Shideh Rezaeifar; University of Geneva |
| Taras Holotyak; University of Geneva |
| Slava Voloshynovskiy; University of Geneva |
| TP.L4.5: DETECTION OF FAKE IMAGES VIA THE ENSEMBLE OF DEEP REPRESENTATIONS FROM MULTI COLOR SPACES |
| Peisong He; College of Cybersecurity, Sichuan University |
| Haoliang Li; Nanyang Technological University |
| Hongxia Wang; College of Cybersecurity, Sichuan University |
| TP.L4.6: IMAGE ANONYMIZATION DETECTION WITH DEEP HANDCRAFTED FEATURES |
| Nicolò Bonettini; Politecnico di Milano |
| David Güera; Purdue University |
| Luca Bondi; Politecnico di Milano |
| Paolo Bestagini; Politecnico di Milano |
| Edward Delp; Purdue University |
| Stefano Tubaro; Politecnico di Milano |