1.DEEPKEEP的介紹：
DEEPKEEP (Guy@deepkeep.ai) is a company developing an innovative software platform for securing both AI models and datasets from various adversarial AI attacks such as evasion, stealing and poisoning, and against mistakes. DeepKeep’s solution provides data scientists, MLOps, IT, and CISO teams with a suite of seamlessly integrated tools for monitoring, securing and controlling AI models throughout the lifecycle process of deploying AI models – from the data collection and model design phase across the model generation and tuning phase to the model inferencing in the production environment.
The set of tools provided by DeepKeep’s platform can be categorized into the following four pillars: Risk Analysis, Robustification, Attacks Detection and Attack Mitigation.
2.研究主題
DeepKeep is looking to join Artificial intelligence and machine learning-driven projects in different segments (Robots, Infrastructure, Health, Face recognition, Fintech…), topics:
- HORIZON-CL3-2022-CS-01-01
- HORIZON-CL3-2022-CS-01-04
- HORIZON-CL3-2022-INFRA-01-02
3.聯絡人
(1) Prof. Galit Nahari
Prof. Galit Nahari (galit.nahari@biu.ac.il), head of the Department of Criminology at Bar-Ilan University is looking for a consortium related to Fighting Crime and Terrorism (FCT) destination. Topics: FCT-01-02/ FCT-01-05 / FCT-01-06 / FCT-01-07.
Prof. Nahari research spans over a variety of topics in investigative and criminal psychology, including deception, investigative interviewing, and decision-making in the forensic context. Her possible contribution and skills are:
- Investigative Interviewing in police and intelligence;
- Detection of deception in the forensic context;
- Legal and investigative decision-making and judgmental biases;
- Detection of concealed information;
(2) Dr. Keren Gueta
Dr. Keren Gueta (Keren.Gueta@biu.ac.il) from Bar Ilan University is looking to join a consortium under DRS-01-04.
Dr. Gueta research expertise revolving around exploring victims and offender decision making process and outcomes regarding help-seeking behavior in regulars time and in crisis.
Her possible contribution and skills are:
- Help seeking process among victim of interpersonal violence in crisis.
- Experience of sampling hard to reach populations
- Experience with research that provide bottom-up recommendations for policymakers
- Conducting ethical Trauma-Informed research
(3) Nitzan
Contact Person (nitzan@iserd.org.il)
