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Introduction

At IBM, work is more than a job - it's a calling: To build. To design. To code. To consult. To think along with clients and sell. To make markets. To invent. To collaborate. Not just to do something better, but to attempt things you've never thought possible. Are you ready to lead in this new era of technology and solve some of the world's most challenging problems? If so, lets talk.

Your Role and Responsibilities

Join the Data Security and Privacy group in IBM Research to contribute to cutting-edge technologies at the intersection between security/privacy and machine learning.

Our activities include both privacy in AI and AI for security & privacy. Current research directions include:

• LLM privacy model risk assessment and mitigation - technologies for attacking models such as to assess potential data leakage, and mitigation measure, e.g., differential privacy, to create privacy-preserving models

• Quantum Safe discovery and remediation - technologies for discovery of cryptographic code that is unsafe, or not ready for the qunatum era, and using LLMs for code remediation

• Data Classification - technologies for detection of personal/confidential data within structured and unstructured repositories, for scenarios such as compliance and AI/LLM lifecycle.

Join us to contribute to one of these fascinating and innovative areas, with the goal of publishing results in top conferences/journals and contributing to leading open-source projects. This is an opportunity to work on advanced research topics but bringing them into the context of real-world scenarios and use cases based on real customer pain-points.

Required Technical and Professional Expertise

• Bsc or MSC student in Computer Science at leading university

• Good theoretical knowledge of ML/DL

• Hands-on experience in python and ML/DL frameworks (e.g., pytorch)

• Authorized to work in Israel or hold an applicable work permit required by the Israeli law

Please add your grade sheet to your application.

Preferred Technical and Professional Expertise

Knowledge in privacy related technology, data protection, attacks/defences on ML models, ML explainability, maths/statistics theory.

About Business UnitWith more than 3,000 researchers in 12 labs located across six continents, IBM Research brings together hundreds of researchers who possess unparalleled industry expertise to address some of the world's most challenging problems. Join us as we do pioneering work in areas such as cognitive computing, augmented intelligence, quantum computing, and blockchain, to name a few.

Your Life @ IBMIn a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.

Being an IBMer means you'll be able to learn and develop yourself and your career, you'll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.

Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.

Are you ready to be an IBMer?

About IBMIBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we're also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it's time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.

Location StatementIBM wants you to bring your whole self to work and for you this might mean the ability to work flexibly. If you are interested in a flexible working pattern, please talk to our recruitment team to find out if this is possible in the current working environment.

Being You @ IBMIBM is committed to creating a diverse environment and is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.