Benedetta Tondi

2.0k total citations
71 papers, 1.1k citations indexed

About

Benedetta Tondi is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Benedetta Tondi has authored 71 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Computer Vision and Pattern Recognition, 39 papers in Artificial Intelligence and 10 papers in Computer Networks and Communications. Recurrent topics in Benedetta Tondi's work include Digital Media Forensic Detection (42 papers), Advanced Steganography and Watermarking Techniques (28 papers) and Adversarial Robustness in Machine Learning (26 papers). Benedetta Tondi is often cited by papers focused on Digital Media Forensic Detection (42 papers), Advanced Steganography and Watermarking Techniques (28 papers) and Adversarial Robustness in Machine Learning (26 papers). Benedetta Tondi collaborates with scholars based in Italy, China and France. Benedetta Tondi's co-authors include Mauro Barni, Kassem Kallas, A. Costanzo, Ehsan Nowroozi, Wei Guo, Marco Fontani, Stefano Tubaro, Paolo Bestagini, Nicolò Bonettini and Marco Maggini and has published in prestigious journals such as SHILAP Revista de lepidopterología, Pattern Recognition Letters and Electronics Letters.

In The Last Decade

Benedetta Tondi

68 papers receiving 1.1k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Benedetta Tondi Italy 18 749 498 179 152 130 71 1.1k
Guangjie Liu China 18 899 1.2× 406 0.8× 192 1.1× 291 1.9× 281 2.2× 136 1.4k
Tomáš Pevný Czechia 22 2.7k 3.6× 785 1.6× 257 1.4× 182 1.2× 274 2.1× 59 3.1k
Xiangui Kang China 23 2.1k 2.8× 352 0.7× 391 2.2× 386 2.5× 48 0.4× 103 2.4k
Fenlin Liu China 21 1.3k 1.8× 350 0.7× 185 1.0× 101 0.7× 199 1.5× 172 1.7k
B. M. Mehtre India 19 1.1k 1.5× 273 0.5× 636 3.6× 130 0.9× 344 2.6× 51 1.8k
Zhengquan Xu China 16 579 0.8× 194 0.4× 166 0.9× 51 0.3× 135 1.0× 72 889
Jiangqun Ni China 26 3.0k 4.0× 346 0.7× 142 0.8× 386 2.5× 32 0.2× 91 3.1k
Yuanfang Guo China 16 687 0.9× 313 0.6× 54 0.3× 235 1.5× 32 0.2× 83 964
Jiwu Huang China 19 1.4k 1.8× 92 0.2× 165 0.9× 207 1.4× 27 0.2× 41 1.5k

Countries citing papers authored by Benedetta Tondi

Since Specialization
Citations

This map shows the geographic impact of Benedetta Tondi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Benedetta Tondi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benedetta Tondi more than expected).

Fields of papers citing papers by Benedetta Tondi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Benedetta Tondi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Benedetta Tondi. The network helps show where Benedetta Tondi may publish in the future.

Co-authorship network of co-authors of Benedetta Tondi

This figure shows the co-authorship network connecting the top 25 collaborators of Benedetta Tondi. A scholar is included among the top collaborators of Benedetta Tondi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Benedetta Tondi. Benedetta Tondi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Fei, Jianwei, Zhihua Xia, Benedetta Tondi, & Mauro Barni. (2024). Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs. IEEE Transactions on Information Forensics and Security. 19. 8322–8337. 2 indexed citations
2.
Li, Bin, et al.. (2024). Constructing an Intrinsically Robust Steganalyzer via Learning Neighboring Feature Relationships and Self-Adversarial Adjustment. IEEE Transactions on Information Forensics and Security. 19. 9390–9405. 1 indexed citations
3.
Tondi, Benedetta, A. Costanzo, & Mauro Barni. (2024). Robust and Large-Payload DNN Watermarking via Fixed, Distribution-Optimized, Weights. IEEE Transactions on Dependable and Secure Computing. 22(2). 1082–1097. 3 indexed citations
4.
Lin, Dongdong, Benedetta Tondi, Bin Li, & Mauro Barni. (2024). A CycleGAN Watermarking Method for Ownership Verification. IEEE Transactions on Dependable and Secure Computing. 22(2). 1040–1054. 6 indexed citations
5.
Tondi, Benedetta, et al.. (2024). Improving the Robustness of Synthetic Images Detection by Means of Print and Scan Augmentation. CINECA IRIS Institutial research information system (University of Pisa). 65–73. 3 indexed citations
6.
Guo, Wei, Benedetta Tondi, & Mauro Barni. (2023). A Temporal Chrominance Trigger for Clean-Label Backdoor Attack Against Anti-Spoof Rebroadcast Detection. IEEE Transactions on Dependable and Secure Computing. 20(6). 4752–4762. 7 indexed citations
7.
Guo, Wei, Benedetta Tondi, & Mauro Barni. (2023). Universal Detection of Backdoor Attacks via Density-Based Clustering and Centroids Analysis. IEEE Transactions on Information Forensics and Security. 19. 970–984. 8 indexed citations
8.
Guo, Wei, Benedetta Tondi, & Mauro Barni. (2022). An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences. IEEE Open Journal of Signal Processing. 3. 261–287. 39 indexed citations
9.
Barni, Mauro, et al.. (2021). Copy Move Source-Target Disambiguation through Multi-Branch CNNs. Use Siena air (University of Siena). 47 indexed citations
10.
Tondi, Benedetta, et al.. (2021). Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture. SHILAP Revista de lepidopterología. 2021(1). 5 indexed citations
11.
Tondi, Benedetta, et al.. (2021). Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering. IEEE Transactions on Information Forensics and Security. 16. 5397–5412. 25 indexed citations
12.
Barni, Mauro, Ehsan Nowroozi, & Benedetta Tondi. (2020). Improving the security of image manipulation detection through one-and-a-half-class multiple classification. Use Siena air (University of Siena). 6 indexed citations
13.
Tondi, Benedetta, et al.. (2020). Challenging the Adversarial Robustness of DNNs Based on Error-Correcting Output Codes. Security and Communication Networks. 2020. 1–11. 6 indexed citations
14.
Barni, Mauro & Benedetta Tondi. (2020). Theoretical Foundations of Adversarial Binary Detection. 18(1). 1–172. 4 indexed citations
15.
Barni, Mauro, Kassem Kallas, & Benedetta Tondi. (2019). A New Backdoor Attack in CNNS by Training Set Corruption Without Label Poisoning. Use Siena air (University of Siena). 154 indexed citations
16.
Tondi, Benedetta, et al.. (2019). Primary Quantization Matrix Estimation of Double Compressed JPEG Images via CNN. IEEE Signal Processing Letters. 27. 191–195. 22 indexed citations
17.
Barni, Mauro, Kassem Kallas, Ehsan Nowroozi, & Benedetta Tondi. (2019). On the Transferability of Adversarial Examples against CNN-based Image Forensics. Use Siena air (University of Siena). 16 indexed citations
18.
Tondi, Benedetta, et al.. (2019). Secure Detection of Image Manipulation by Means of Random Feature Selection. IEEE Transactions on Information Forensics and Security. 14(9). 2454–2469. 22 indexed citations
19.
Tondi, Benedetta, Neri Merhav, & Mauro Barni. (2018). Detection Games under Fully Active Adversaries. Entropy. 21(1). 23–23. 6 indexed citations
20.
Tondi, Benedetta, Pedro Comesaña, Fernando Pérez‐González, & Mauro Barni. (2016). Smart Detection of Line-Search Oracle Attacks. IEEE Transactions on Information Forensics and Security. 12(3). 588–603. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Guangjie Liu Breakdown of academic impact, for papers by Tomáš Pevný Breakdown of academic impact, for papers by Xiangui Kang Breakdown of academic impact, for papers by Fenlin Liu Breakdown of academic impact, for papers by B. M. Mehtre Breakdown of academic impact, for papers by Zhengquan Xu Breakdown of academic impact, for papers by Jiangqun Ni Breakdown of academic impact, for papers by Yuanfang Guo Breakdown of academic impact, for papers by Jiwu Huang
Rankless by CCL
2026