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Carnegie Mellon University



SOFTWARE ENGINEERING INSTITUTE

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SEI BLOG

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 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


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cybersecurity and artificial intelligence. Sign up to get the latest post sent
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