The datasets shared here are either generated by us in a controlled environment or crawled from websites. In particular, they do not belong to any customers or private users.

1. PhishIntention Dataset [2022]

This site has the labeled datasets used in the following work:

  • Ruofan Liu, Yun Lin, X. Yang, S. H. Ng, Dinil Mon Divakaran, and Jin Song Dong, “Inferring Phishing Intention via Webpage Appearance and Dynamics: A Deep Vision Based Approach,” in USENIX Security Symposium, 2022 [Dataset] [PDF].

2. Phishpedia Dataset [2021]

This site has the labeled datasets of webpage screenshots and logos as well as implementations of various baselines. Refer the following paper for more details:

  • Yun Lin, Ruofan Liu, Dinil Mon Divakaran, Jun Yang Ng, Qing Zhou Chan, Yiwen Lu, Yuxuan Si, Fan Zhang, and Jin Song Dong, “Phishpedia: A Hybrid Deep Learning Based Approach to Visually Identify Phishing Webpages,” in USENIX Security Symposium, 2021 [Dataset] [PDF].

3. NSS Mirai Dataset [2021]

This dataset consists of network traffic corresponding to botnet attacks used in the context of IoT attack detection:

  • Kushan S. K. Liyanage, Dinil Mon Divakaran, Rhishi Pratap Singh, and Mohan Gurusamy, “ADEPT: Detection and Identification of Correlated Attack-Stages in IoT Networks,” IEEE Internet of Things Journal, 2021 [Dataset] [PDF].

4. Phishing webpage dataset [2020]

This dataset was used in our work on building phishing detection system robust to evasion techniques:

5. IoT device traffic [2018]

This dataset was used for device fingerprinting in the following works:

  • Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, and Mohan Gurusamy, “Cost-aware Feature Selection for IoT Device Classification,” IEEE Internet of Things Journal, 2021 [Dataset] [PDF].

  • Vijayanand Thangavelu, Dinil Mon Divakaran, Rishi Sairam, Suman Sankar Bhunia, and Mohan Gurusamy, “DEFT: A Distributed IoT Fingerprinting Technique,” IEEE Internet of Things Journal, vol. 6, no. 1, pp. 940–952, Feb 2019 [Dataset] [PDF].

  • Bharat Atul Desai, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, and Mohan Gurusamy, “A feature-ranking framework for IoT device classification,” in 11th International Conference on Communication Systems & Networks (COMSNETS 2019), Jan. 2019 [PDF].