Information Forensics and Security: A quarter-century-long journey
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Abstract (arXiv)
Information Forensics and Security (IFS) is an active R&D area whose goal is to ensure that people use devices, data, and intellectual properties for authorized purposes and to facilitate the gathering of solid evidence to hold perpetrators accountable. For over a quarter century since the 1990s, the IFS research area has grown tremendously to address the societal needs of the digital information era. The IEEE Signal Processing Society (SPS) has emerged as an important hub and leader in this area, and the article below celebrates some landmark technical contributions. In particular, we highlight the major technological advances on some selected focus areas in the field developed in the last 25 years from the research community and present future trends.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 6 of its 62 references that are in the map. First posted on arXiv 21 Sep 2023.
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6 of 62 references.
References · 6
- 2013Intriguing properties of neural networkscited by 5,155
- 2019FaceForensics++: Learning to Detect Manipulated Facial Imagescited by 1,101
- 2020Media Forensics and DeepFakes: an overviewcited by 209
- 2018Noiseprint: a CNN-based camera model fingerprintcited by 114
- 2021A survey of deep neural network watermarking techniquescited by 73
- 2021An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defencescited by 42
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Citing papers per year: 2024: 1.
1 paper.