Carley and her lab have developed infrastructure tools for analyzing large-scale dynamic networks and various multi-agent simulation systems. The infrastructure tools include ORA, a statistical toolkit for analyzing and visualizing multi-dimensional networks. ORA results are organized into reports that meet various needs such as the management report, the mental model report, and the intelligence report. Another tool is AutoMap, a text-mining system for extracting semantic networks from texts and then cross-classifying them using an organizational ontology into the underlying social, knowledge, resource, and task networks. Her simulation models meld multi-agent technology with network dynamics and empirical data. Three of the large-scale multi-agent network models she and the CASOS group have developed in the counter-terrorism area are: BioWar a city-scale dynamic-network agent-based model for understanding the spread of disease and illness due to natural epidemics, chemical spills, and weaponized biological attacks; DyNet a model of the change in covert networks, naturally and in response to attacks, under varying levels of information uncertainty; and RTE, a model for examining state failure and the escalation of conflict at the city, state, nation, and international as changes occur within and among red, blue, and green forces.
Carley is the director of the center for Computational Analysis of Social and Organizational Systems (CASOS) which has over 25 members, both students and research staff. She is the founding co-editor with Al Wallace of the journal Computational Organization Theory and has co-edited several books in the computational organizations and dynamic network area.
1984 Ph.D., Sociology, Harvard University
1979 BS, Political Science, Massachusetts Institute of Technology
- agent-based modeling
- AI and ML for security
- Applications of security and privacy
- big data
- computational sociology
- crisis response and disaster relief
- dynamic network analysis
- Formal methods
- information diffusion
- insider threat
- Internet of Things (IoT)
- malware analysis and detection
- measurements of fraud, malware, spam
- network science
- network security
- nuclear security
- organization theory
- security of AI and ML
- social and organizational science
- social networks security and privacy
- threat analysis and modeling
- threat intelligence
- Usability and human behavior
Pittsburgh Business Times
CMU creates center to fight online disinformation
Carnegie Mellon has created a new center to study how disinformation is spread online and how to counter its effects. It will be directed by Kathleen Carley of the Institute for Software Research and co-directed by EPP/CyLab’s Douglas Sicker and David Banks, head of Philosophy in Dietrich College.
$5M Knight Foundation Investment creates center to fight online disinformation
Carnegie Mellon University today announced the creation of a new research center dedicated to the study of online disinformation and its effects on democracy, funded by a $5 million investment from the John S. and James L. Knight Foundation. The new center will bring together researchers from within the institution and across the country.
Social media bots interfere in Asia-Pacific elections, too
Researchers from Carnegie Mellon University wondered: are bots also influencing elections in the Asia-Pacific? Of course they are, says a new study being presented this week at the 2019 SBP-BRiMS conference in Washington, D.C.
Institute for Software Research
Carley receives honorary doctorate from University of Zurich
CyLab/EPP’s Kathleen Carley has been awarded an honorary doctorate by the University of Zurich, Switzerland.
Carley studies fake news and satire in Black Panther tweets
When Black Panther was released, a storm of fake news trolls and malicious social media bots descended upon Twitter. EPP/CyLab’s Kathleen Carley and her graduate students studied the full timeline of the phenomenon.
CyLab study: How the Twitter community stopped fake news about Oscar-nominated "Black Panther"
On February 16, 2018, mere hours after Academy Award-nominated "Black Panther" first released to theaters, fake news trolls and malicious social media bots went to work.
The New York Times
CyLab researchers quoted in NYT
CyLab's Marios Savvides, Lujo Bauer, Jason Hong, Kathleen Carley, Martin Carlisle, and Carolina Zarate were featured in a New York Times piece about various ongoing research thrusts in CyLab to help combat cyberattacks. “More than 300 researchers and graduate students are working or studying at CyLab this year, making it among the largest cybersecurity training centers in the world,” the article says.
Carley detects malicious social media bots
CyLab’s Kathleen Carley and her team are identifying and studying the behavior of malicious Twitter bots. Bots are automated accounts that generate and spread targeted messages. They can influence opinions, spread rumors, and spark real world violence. Carley hopes to detect and terminate them with the help of machine learning.
Taking back the conversation: detecting malicious social media bots
Social media bots contribute nearly one-quarter of all tweets on Twitter, with malicious bots swaying the conversation in whatever direction their creators want. CyLab’s Kathleen Carley is working towards shutting them down.