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icon-carat-right menu search cmu-wordmark Carnegie Mellon University SOFTWARE ENGINEERING INSTITUTE AboutOur WorkPublicationsNews and EventsEducation and OutreachCareers SEI BLOG 1. Home 2. Publications 3. Blog EXPLORE TOPICS Agile Artificial Intelligence Engineering CERT/CC Vulnerabilities Cloud Computing Cyber-Physical Systems Cybersecurity Engineering Cyber Workforce Development DevSecOps Edge Computing Enterprise Risk and Resilience Management Insider Threat Model-Based Systems Engineering Quantum Computing Reverse Engineering for Malware Analysis Secure Development Situational Awareness Software Architecture Software Engineering Research and Development Technical Debt AN INTRODUCTION TO HARDENING DOCKER IMAGES Through our work, we have seen stakeholders encountering difficulty with hardening open source container images for vulnerability mitigation. Read More NOVEMBER 11, 2024 • BY MAXWELL TRDINA , SASANK VISHNUBHATLA IN CYBERSECURITY ENGINEERING INTRODUCTION TO MLOPS: BRIDGING MACHINE LEARNING AND OPERATIONS Machine learning operations (MLOps) has emerged as a critical discipline in artificial intelligence and data science. This post introduces MLOps and its applications. Read More NOVEMBER 4, 2024 • BY DANIEL DECAPRIA IN ARTIFICIAL INTELLIGENCE ENGINEERING A FRAMEWORK FOR DETECTION IN AN ERA OF RISING DEEPFAKES This blog post details the evolving deepfake landscape and introduces a framework for detection. Read More OCTOBER 28, 2024 • BY MATTHEW WALSH IN CYBERSECURITY ENGINEERING AN INTRODUCTION TO MODEL-BASED SYSTEMS ENGINEERING (MBSE) Revisit our most popular post of the last four years, which introduces model-based systems engineering, a methodology to support the requirements, design, analysis, verification, and validation associated with the development … Read More OCTOBER 22, 2024 • BY NATALIYA SHEVCHENKO IN MODEL-BASED SYSTEMS ENGINEERING CHALLENGES TO ASSURING LARGE-SCALE SYSTEMS National defense efforts have shifted from defeating terrorism to accelerating innovation, with a priority of delivering capability at speed and at scale. Read More OCTOBER 14, 2024 • BY GABRIEL MORENO , ANTON HRISTOZOV , JOHN E. ROBERT , MARK H. KLEIN IN SOFTWARE ENGINEERING RESEARCH AND DEVELOPMENT EVALUATING STATIC ANALYSIS ALERTS WITH LLMS LLMs show promising initial results in adjudicating static analysis alerts, offering possibilities for better vulnerability detection. This post discusses initial experiments using GPT-4 to evaluate static analysis alerts. Read More OCTOBER 7, 2024 • BY WILLIAM KLIEBER , LORI FLYNN IN CYBERSECURITY ENGINEERING MEASURING AI ACCURACY WITH THE AI ROBUSTNESS (AIR) TOOL Understanding your artificial intelligence (AI) system’s predictions can be challenging. In this post, SEI researchers discuss a new tool to help improve AI classifier performance. Read More SEPTEMBER 30, 2024 • BY MICHAEL D. KONRAD , NICHOLAS TESTA , LINDA PARKER GATES , CRISANNE NOLAN , DAVID JAMES SHEPARD , JULIE B. COHEN , ANDREW O. MELLINGER , SUZANNE MILLER , MELISSA LUDWICK IN ARTIFICIAL INTELLIGENCE ENGINEERING A ROADMAP FOR INCORPORATING POSITIVE DETERRENCE IN INSIDER RISK MANAGEMENT Positive deterrence reduces insider risk through workforce practices that promote the mutual interests of employees and their organization. Read More SEPTEMBER 23, 2024 • BY ANDREW P. MOORE IN INSIDER THREAT THE LATEST WORK FROM THE SEI: COUNTER AI, COORDINATED VULNERABILITY DISCLOSURE, AND ARTIFICIAL INTELLIGENCE ENGINEERING This post highlights the latest work from the SEI in artificial intelligence engineering, coordinated vulnerability disclosure for machine learning, and counter AI. Read More SEPTEMBER 16, 2024 • BY BILL SCHERLIS IN SOFTWARE ENGINEERING RESEARCH AND DEVELOPMENT GENERATIVE AI AND SOFTWARE ENGINEERING EDUCATION Educators have had to adapt to rapid developments in generative AI to provide a realistic perspective to their students. In this post, experts discuss generative AI and software engineering education. Read More SEPTEMBER 9, 2024 • BY IPEK OZKAYA , DOUGLAS SCHMIDT (VANDERBILT UNIVERSITY) IN ARTIFICIAL INTELLIGENCE ENGINEERING EXPLORE TOPICS * Agile * Artificial Intelligence Engineering * CERT/CC Vulnerabilities * Cloud Computing * Cyber-Physical Systems * Cybersecurity Engineering * Cyber Workforce Development * DevSecOps * Edge Computing * Enterprise Risk and Resilience Management * Insider Threat * Model-Based Systems Engineering * Quantum Computing * Reverse Engineering for Malware Analysis * Secure Development * Situational Awareness * Software Architecture * Software Engineering Research and Development * Technical Debt GET UPDATES ON OUR LATEST WORK. Sign up to have the latest post sent to your inbox weekly. Subscribe Get our RSS feed GET UPDATES ON OUR LATEST WORK. Each week, our researchers write about the latest in software engineering, cybersecurity and artificial intelligence. Sign up to get the latest post sent to your inbox the day it's published. Subscribe Get our RSS feed * Report a Vulnerability to CERT/CC * Subscribe to SEI Bulletin * Request Permission to Use SEI Materials Carnegie Mellon University Software Engineering Institute 4500 Fifth Avenue Pittsburgh, PA 15213-2612 412-268-5800 * * * * * Contact Us * Office Locations * Additional Sites Directory * Legal * Privacy Notice * CMU Ethics Hotline * www.sei.cmu.edu 2024 Carnegie Mellon University