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adding 2025 papers to publication page, memberships section on home page
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‎_data/publications/bibliography.bib‎

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@inproceedings{DBLP:conf/gecco/JorgensenHTO25,
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author = {Steven Jorgensen and
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Erik Hemberg and
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Jamal Toutouh and
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Una{-}May O'Reilly},
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editor = {Bogdan Filipic},
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title = {Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning
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Operators},
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booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
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{GECCO} 2025, {NH} Malaga Hotel, Malaga, Spain, July 14-18, 2025},
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pages = {386--396},
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publisher = {{ACM}},
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year = {2025},
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url = {https://doi.org/10.1145/3712256.3726449},
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doi = {10.1145/3712256.3726449},
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timestamp = {Sat, 09 Aug 2025 01:00:00 +0200},
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biburl = {https://dblp.org/rec/conf/gecco/JorgensenHTO25.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@inproceedings{DBLP:conf/naacl/WestenfelderHMOC25,
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author = {Finnian Westenfelder and
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Erik Hemberg and
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Stephen Moskal and
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Una{-}May O'Reilly and
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Silviu Chiricescu},
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editor = {Luis Chiruzzo and
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Alan Ritter and
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Lu Wang},
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title = {LLM-Supported Natural Language to Bash Translation},
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booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
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Chapter of the Association for Computational Linguistics: Human Language
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Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
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Mexico, USA, April 29 - May 4, 2025},
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pages = {11135--11147},
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publisher = {Association for Computational Linguistics},
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year = {2025},
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url = {https://doi.org/10.18653/v1/2025.naacl-long.555},
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doi = {10.18653/V1/2025.NAACL-LONG.555},
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timestamp = {Thu, 14 Aug 2025 11:28:41 +0200},
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biburl = {https://dblp.org/rec/conf/naacl/WestenfelderHMOC25.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@article{DBLP:journals/corr/abs-2502-06858,
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author = {Finnian Westenfelder and
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Erik Hemberg and
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Miguel Tulla and
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Stephen Moskal and
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Una{-}May O'Reilly and
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Silviu Chiricescu},
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title = {LLM-Supported Natural Language to Bash Translation},
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journal = {CoRR},
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volume = {abs/2502.06858},
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year = {2025},
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url = {https://doi.org/10.48550/arXiv.2502.06858},
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doi = {10.48550/ARXIV.2502.06858},
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eprinttype = {arXiv},
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eprint = {2502.06858},
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timestamp = {Wed, 12 Mar 2025 00:00:00 +0100},
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biburl = {https://dblp.org/rec/journals/corr/abs-2502-06858.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@article{DBLP:journals/corr/abs-2504-07287,
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author = {Miguel Tulla and
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Andrea Vignali and
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Christian Colon and
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Giancarlo Sperl{\`{\i}} and
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Simon Pietro Romano and
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Masataro Asai and
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Una{-}May O'Reilly and
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Erik Hemberg},
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title = {ALFA-Chains: AI-Supported Discovery of Privilege Escalation and Remote
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Exploit Chains},
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journal = {CoRR},
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volume = {abs/2504.07287},
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year = {2025},
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url = {https://doi.org/10.48550/arXiv.2504.07287},
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doi = {10.48550/ARXIV.2504.07287},
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eprinttype = {arXiv},
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eprint = {2504.07287},
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timestamp = {Wed, 21 May 2025 01:00:00 +0200},
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biburl = {https://dblp.org/rec/journals/corr/abs-2504-07287.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@article{DBLP:journals/corr/abs-2505-05138,
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author = {Steven Jorgensen and
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Erik Hemberg and
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Jamal Toutouh and
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Una{-}May O'Reilly},
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title = {Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning
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Operators},
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journal = {CoRR},
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volume = {abs/2505.05138},
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year = {2025},
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url = {https://doi.org/10.48550/arXiv.2505.05138},
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doi = {10.48550/ARXIV.2505.05138},
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eprinttype = {arXiv},
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eprint = {2505.05138},
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timestamp = {Fri, 20 Jun 2025 01:00:00 +0200},
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biburl = {https://dblp.org/rec/journals/corr/abs-2505-05138.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@article{DBLP:journals/corr/abs-2507-05534,
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author = {Erik Hemberg and
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Eric Liu and
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Lucille Fuller and
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Stephen Moskal and
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Una{-}May O'Reilly},
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title = {Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics},
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journal = {CoRR},
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volume = {abs/2507.05534},
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year = {2025},
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url = {https://doi.org/10.48550/arXiv.2507.05534},
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doi = {10.48550/ARXIV.2507.05534},
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eprinttype = {arXiv},
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eprint = {2507.05534},
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timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
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biburl = {https://dblp.org/rec/journals/corr/abs-2507-05534.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@article{DBLP:journals/dtrap/HembergTRO24,
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author = {Erik Hemberg and
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Matthew J. Turner and

‎_data/research/memberships.yml‎

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- name: MIT CSAIL Alliances
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photo: csail_alliances.png
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- name: CAMS - Cyber at MIT Sloan
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photo: mitsloan.png

‎_includes/memberships.html‎

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<div class="row clearfix">
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{% for member in include.data %}
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<div class="col-sm-3 text-center">
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<!-- <h4 style="margin:0">{{ member.name }}</h4> -->
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<img src="{{ site.url }}{{ site.baseurl }}/images/home/memberships/{{ member.photo }}"
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width="100%"
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class="img-fluid"
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style="margin-bottom:1em"
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alt="{{ member.name }}"/>
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</div>
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{% endfor %}
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</div>

‎_pages/home.md‎

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In all cases, conflicting objectives drive adversaries to clash (or more formally “engage”) using different repertoires of behavior (called asymmetric action spaces), each side trying to outwit the other. Adversarial behavior recruits planning, learning, technical skills, expert knowledge, novelty, discovery, open-ended thinking, and other facets of intelligence related to asymmetric competition. ALFA’s goal is to computationally replicate Adversarial Intelligence. We work in the domains of regulatory compliance, information security, and cyber security. We are optimistic our efforts will reveal new insights into the nature of Adversarial Intelligence and Adversarial Behavior, including questions like: How can it be used to strengthen defenses? How can it be used to anticipate what an adversary may do? How and why does it continue or cease? How does it lead to escalation?
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### Memberships
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<div class="row">
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{% include memberships.html data=site.data.research.memberships%}
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</div>
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### Sponsors
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ALFA's research would not be possible without the past and ongoing support of our industry sponsors
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<img src="{{ site.url }}{{ site.baseurl }}/images/home/Alfa-Sponsors2025.png" style="display: block; margin: auto; width: 100%;">

‎images/home/memberships/csail_alliances.png‎

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‎images/home/memberships/mitsloan.png‎

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