Anomaly detection over tabular data typically ignores the context a record appears in. We show that learning contextual representations improves detection quality on large-scale tabular signals.
@article{king2025contextual,title={Contextual Learning for Anomaly Detection in Tabular Data},author={King, Spencer and Zhang, Zhilu and Yu, Ruofan and Coskun, Baris and Ding, Wei and Cui, Qian},journal={Transactions on Machine Learning Research (TMLR)},year={2025},}
2021
ACNS
Proactive Detection of Phishing Kit Traffic
Qian Cui, Guy-Vincent Jourdan, Gregor V. Bochmann, and 1 more author
In International Conference on Applied Cryptography and Network Security (ACNS), 2021
@inproceedings{cui2021proactive,title={Proactive Detection of Phishing Kit Traffic},author={Cui, Qian and Jourdan, Guy-Vincent and Bochmann, Gregor V. and Onut, Iosif-Viorel},booktitle={International Conference on Applied Cryptography and Network Security (ACNS)},year={2021},}
2020
eCrime
SemanticPhish: A Semantic-based Scanning System for Early Detection of Phishing Attacks
Qian Cui, Guy-Vincent Jourdan, Gregor V. Bochmann, and 1 more author
In Symposium on Electronic Crime Research (eCrime), 2020
@inproceedings{cui2020semanticphish,title={SemanticPhish: A Semantic-based Scanning System for Early Detection of Phishing Attacks},author={Cui, Qian and Jourdan, Guy-Vincent and Bochmann, Gregor V. and Onut, Iosif-Viorel},booktitle={Symposium on Electronic Crime Research (eCrime)},year={2020},}
2018
ESORICS
Phishing Attacks Modifications and Evolutions
Qian Cui, Guy-Vincent Jourdan, Gregor V. Bochmann, and 2 more authors
In European Symposium on Research in Computer Security (ESORICS), 2018
@inproceedings{cui2018phishing,title={Phishing Attacks Modifications and Evolutions},author={Cui, Qian and Jourdan, Guy-Vincent and Bochmann, Gregor V. and Onut, Iosif-Viorel and Flood, Jason},booktitle={European Symposium on Research in Computer Security (ESORICS)},year={2018},}
2017
WWW
Tracking Phishing Attacks Over Time
Qian Cui, Guy-Vincent Jourdan, Gregor V. Bochmann, and 1 more author
In 26th International World Wide Web Conference (WWW), 2017
@inproceedings{cui2017tracking,title={Tracking Phishing Attacks Over Time},author={Cui, Qian and Jourdan, Guy-Vincent and Bochmann, Gregor V. and Onut, Iosif-Viorel},booktitle={26th International World Wide Web Conference (WWW)},year={2017},address={Perth, Australia},}