How to establish/strengthen Trustworthiness in Artificial Intelligence where it can hallucinate and output wrong responses with high confidence and even base its reasonings based on incorrect judgements or primary knowledge.
My Research Question was to find whether basic/high level questions can be answered using certain sections or pages of the source for RAG.
Our research paper “Unleashing LLMs for High-Level Java Vulnerability Detection” covers all the theoretical concepts and methodologies we have followed to build our tool, in this post we aim to break down the coding behind the tool and how we achieved our goal.
In this post we will be leveraging a module that does the heavy lifting of all the manual calculations required to build a decision tree.
In this post I aim to spell out the complete logic and math into code, so that you can implement the concept of Linear Regression as discussed in the previous post on sapiencespace. This will help you develop a deeper understanding into the fundamentals and become well versed in choosing the right framework for a given Machine Learning problem.
My Research Question was to find whether basic/high level questions can be answered using certain sections or pages of the source for RAG.
Our research paper “Unleashing LLMs for High-Level Java Vulnerability Detection” covers all the theoretical concepts and methodologies we have followed to build our tool, in this post we aim to break down the coding behind the tool and how we achieved our goal.
In this post we will be leveraging a module that does the heavy lifting of all the manual calculations required to build a decision tree.
Our research paper “Unleashing LLMs for High-Level Java Vulnerability Detection” covers all the theoretical concepts and methodologies we have followed to build our tool, in
Discover what Agentic AI is and how it’s revolutionizing the future of work. Learn how autonomous AI agents are transforming business processes, customer service, healthcare,
Cross Prompt Injection Attack (XPIA) is an emerging threat targeting generative AI systems such as copilots and content generation tools. These systems, which interact with
How to establish/strengthen Trustworthiness in Artificial Intelligence where it can hallucinate and output wrong responses with high confidence and even base its reasonings based on incorrect judgements or primary knowledge.
Dive into the science and psychology behind the absurdity of coincidence, sync and collective unconscious.
This post covers the science behind the exceptional effects of music in our brain.
A detailed summary of the core ideologies exploring the shocking psychology behind money
Core insights from 21 Lessons for the 21st Century.
A brief summary of Atomic Habits
I am a curious learner and a student of Artificial Intelligence. I have a strong passion for gaining knowledge and exploring new concepts. One thing that excites me the most is getting the most out of the information I read. Most of the information that we absorb does not provide value unless we have the intuition and interest in the subject matter. I am confident that possessing the correct intuition and genuine interest in a subject is crucial to fully capitalize on the knowledge it provides. Here at sapiencespace, we are committed to delivering content that not only adds value to life, but also exceeds expectations. Our blog is specifically tailored to provide comprehensive book summaries, in-depth discussions on AI, programming and cybersecurity.
I am an accomplished Information Security professional with over 15 years of extensive experience in various domains of security. As an Offensive Security Certified Professional (OSCP) and Certified Ethical Hacker (CEH), I bring deep technical expertise and a proactive approach to safeguarding information assets. I'm a post graduate in artificial intelligence and machine learning from University of Texas. I have extensive experience integrating security practices into the Software Development Life Cycle (SDLC), ensuring robust protection from the start. My skills include threat modeling, secure code review, penetration testing, security architecture review, application security, mobile security, cloud security, and vulnerability management. I remain committed to continuous learning and staying updated on security trends to effectively tackle challenges and protect valuable information assets, fostering a culture of continuous security enhancement. Currently, I serve as a Principal Security Engineer at Microsoft, where I lead initiatives to fortify our security posture and drive innovation in our security solutions. My passion lies in not only identifying and mitigating security threats but also in educating and empowering teams to embrace security best practices, ultimately creating a safer digital environment for all. In this platform, I disseminate the most recent trends and concepts pertaining to cybersecurity and AI security.
