Bringing the power of semantic AI to IBM Db2
Technical note
Donna Dillenberger, Prabhakar Kudva, Apoorva Nitsure, Petr Novotny, and Hong Min
Data and AI Security
As organizations move to the hybrid cloud, they must protect sensitive data and comply with regulations that allow them to take advantage of AI. We’re designing systems to monitor and protect data, building trust in AI through robust evaluation, certification, and hardening against attacks.
Our work
Toward a transparent supply chain for AI
NewsKim MartineauIBM further strengthens Granite for enterprise deployment with HackerOne
NewsMike MurphyDARPA and IBM are ensuring that anyone can protect their AI systems from hackers
NewsMike MurphyAn AI model trained on data that looks real but won’t leak personal information
ResearchKim MartineauAn open-source toolkit for debugging AI models of all data types
Technical noteKevin Eykholt and Taesung Lee- See more of our work on Data and AI Security
Publications
DDR-SSE: Duplicated Retrieval of Documents for System-wide Secure Searchable Symmetric Encryption
- Zichen Gui
- Simon-philipp Merz
- et al.
- 2026
- USENIX Security 2026
Conference paperOne Error to Rule Them All: Can a Single Bit-Flip Disrupt Fully Homomorphic Encryption?
- Vattana Chan
- Matías Mazzanti
- et al.
- 2026
- DSN 2026
Conference paperEfficient and Post-Quantum Conjunctive Dynamic SSE with Strong Privacy Guarantees
- Bibhas Chandra Das
- Nilanjan Datta
- et al.
- 2026
- PKC 2026
Conference paperUnsupervised Cycle Detection in Agentic Applications
- Felix George
- Divya Pathak
- et al.
- 2026
- ICPE 2026
Short paperWhen Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- Aladin Djuhera
- Farhan Ahmed
- et al.
- 2026
- ICLR 2026
Conference paperSafeCOMM: A Study on Safety Degradation in Fine-Tuned Telecom Large Language Models
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2026
- WCNC 2026
Conference paper
IBM Solution: IBM Cloud Pak for Data
Our research is regularly incorporated into new security features for IBM Cloud Pak for Data.
Learn more