Avinash Sooriyarachchi

Jan 16, 2024 | databricks.com | David Wells |Avinash Sooriyarachchi |Sathish Gangichetty |Aemro Amare

Cyber threats and the tools to combat them have become more sophisticated. SIEM is over 20 years old and has evolved significantly in that time. Initially reliant on pattern-matching and threshold-based rules, SIEMs have advanced their analytic abilities to tackle more sophisticated cyber threats. This evolution, termed the 'Detection Maturity Curve,' illustrates the shift security operations have taken from simple alert systems to advanced mechanisms capable of predictive threat analysis.

Aug 30, 2023 | databricks.com | Avinash Sooriyarachchi |Matei Zaharia |Patrick Wendell

With the rapid advancement of neural network-based techniques and Large Language Model (LLM) research, businesses are increasingly interested in AI applications for value generation. They employ various machine learning approaches, both generative and non-generative, to address text-related challenges such as classification, summarization, sequence-to-sequence tasks, and controlled text generation.