Meta tags:
author=Bo Li;
description=Neubauer Associate Professor, University of Chicago;

Headings (most frequently used words):

bo, li, recent, news, contact,

Text of the page (most frequently used words):
the (38), got (21), and (19), award (14), our (12), paper (12), learning (12), research (12), adversarial (8), 2019 (8), science (7), machine (6), systems (6), computer (5), center (5), accepted (5), for (5), security (4), rising (4), fellowship (4), illinois (3), urbana (3), examples (3), data (3), based (3), your (3), privacy (3), cvpr (3), 2020 (3), was (3), recognized (3), have (3), with (3), different (3), also (3), department (2), university (2), champaign (2), news (2), you (2), oral (2), presentation (2), generating (2), workshop (2), real (2), world (2), vision (2), please (2), submit (2), papers (2), here (2), best (2), reported (2), jiqizhixin (2), autonomous (2), driving (2), physical (2), one (2), technology (2), under (2), recipients (2), aws (2), star (2), faculty (2), google (2), scholar (2), linyi (2), teachers (2), ranked (2), excellent (2), outstanding (2), stars (2), decodingtrust (2), chulin (2), xie (2), secure (2), lab (2), robust (2), applications (2), attacks (2), digital (2), such (2), trustworthy (2), alignment (2), their (2), information (2), 4310, siebel, 201, goodwin, ave, 61801, usa, contact, older, characterizing, audio, using, temporal, dependency, iclr, towards, efficient, valuation, shapley, value, aistats, check, out, want, know, which, contribute, more, model, how, act, tells, lot, leakage, attack, deep, reinforcement, aamas, point, clouds, congratulations, chaowei, dawei, realistic, meshes, icml, win, semanticadv, via, attribute, conditional, image, editing, discussed, reddit, qbitai, objects, against, lidar, generated, stop, sign, has, become, permanent, collections, display, museum, london, were, selected, mit, review, list, innovators, awards, nsf, career, intel, recognizing, leading, researchers, yunni, maxine, pao, memorial, boxin, wang, amazon, mantas, mazeika, open, philanthropy, 2021, facebook, advml, gear, junior, dean, excellence, alfred, sloan, ijcai, computers, thought, ieee, watch, gotten, first, prize, vnn, comp, neurips, 2023, from, nsa, 2024, scientific, cybersecurity, ibm, phd, recent, long, term, goal, group, make, private, generalizable, guarantees, worked, exploring, types, including, evasion, poisoning, worlds, various, constraints, developed, will, continue, explore, game, theoretic, analysis, knowledge, enabled, logical, reasoning, properties, tasks, work, directly, benefits, natural, language, processing, safe, agentic, focuses, emphasis, robustness, generalization, interconnections, believe, that, closing, today, trustworthiness, gap, requires, tackle, these, grappled, problems, holistic, framework, driven, fundamental, focusing, not, only, each, problem, but, underlying, interactions, abbasi, associate, professor, advisory, board, caii, member, iti, affiliated, several, centers, aiming, broaden, collaboration, bridge, communities, adsc, c3sr, iquist, serve, alert, program, accelerated, engineering, training, quantum, cognitive, computing, advanced, trust, institute, artificial, intelligence, innovation, virtue, follow, uiuc_aisecure, bio, github, blog, cs307, cs442, cs598, cs562, teaching, people, publications, toggle, navigation, uiuc,

Text of the page (random words):
ai security uiuc toggle navigation secure learning lab publications research people teaching cs562 cs598 cs442 cs307 blog github bio bo li follow uiuc_aisecure google scholar virtue ai i am an abbasi associate professor in the computer science department at the university of illinois at urbana champaign i am on the advisory board of the center for artificial intelligence innovation caii at illinois and i am a member of the information trust institute iti i am also affiliated with several research centers aiming to broaden the research collaboration and bridge different communities such as the advanced digital science center adsc the center for cognitive computing systems research c3sr and the quantum information science and technology center iquist i also serve in the accelerated learning and engineering research training alert program my research focuses on ai security trustworthy machine learning and alignment with an emphasis on robustness security privacy alignment generalization and their interconnections we believe that closing today s trustworthiness gap in ml requires us to tackle these grappled problems in a holistic framework driven by fundamental research focusing on not only each problem but also their underlying interactions the long term goal for our group secure learning lab sl 2 is to make machine learning systems robust private and generalizable with guarantees for different real world applications we have worked on exploring different types of adversarial attacks including evasion and poisoning attacks in digital and physical worlds under various constraints we have developed and will continue to explore robust learning systems based on game theoretic analysis knowledge enabled logical reasoning and properties of learning tasks our work directly benefits applications such as computer vision natural language processing safe autonomous driving and trustworthy agentic systems recent news 01 25 chulin xie got the ibm phd fellowship 12 24 our paper decodingtrust got the 2024 best scientific cybersecurity paper from nsa 11 24 chulin xie was recognized by the rising stars in machine learning 08 23 our paper decodingtrust got the outstanding paper award at neurips 2023 08 23 we got the teachers ranked as excellent award 12 22 linyi li was recognized by the rising stars in data science 12 22 we have gotten the first prize in the vnn comp 22 06 22 we got the ieee ai s 10 to watch award 06 22 we got the ijcai 22 computers and thought award 02 22 we got the alfred p sloan fellowship in computer science 02 22 we got the dean s award for excellence in research 01 22 we got the c w gear outstanding junior faculty award 01 22 we got the teachers ranked as excellent award 12 21 linyi li was recognized by the advml rising star award 08 21 we got the 2021 facebook research award 06 21 mantas mazeika got the open philanthropy fellowship 04 21 we got the 2020 recipients of aws amazon research award 09 21 we got the google research scholar award 03 21 boxin wang got the yunni maxine pao memorial fellowship 10 20 we got the intel s 2020 rising star faculty award recognizing 10 leading researchers 10 20 we got the nsf career award 07 20 we got the 2019 q4 recipients of aws machine learning research awards 06 20 we were selected as one of the mit technology review list of 35 innovators under 35 2020 08 19 our generated physical adversarial stop sign is on display at science museum in london and has become one of the permanent collections 06 19 our paper adversarial objects against lidar based autonomous driving systems is reported by jiqizhixin qbitai and is discussed at reddit 1 2 06 19 our paper semanticadv generating adversarial examples via attribute conditional image editing is reported by jiqizhixin 05 19 workshop security and privacy of machine learning in icml 2019 please submit your papers here and win the best paper award 05 19 workshop adversarial machine learning in real world computer vision systems in cvpr 2019 please submit your papers here 05 19 our paper realistic adversarial examples in 3d meshes is accepted in cvpr 2019 as oral presentation congratulations to chaowei and dawei 05 19 our paper generating 3d adversarial point clouds is accepted in cvpr 2019 02 19 our paper how you act tells a lot privacy leakage attack on deep reinforcement learning got accepted in aamas 2019 as oral presentation 01 19 our paper towards efficient data valuation based on the shapley value got accepted in aistats 2019 check it out if you want to know which data contribute more to your model 04 19 our paper characterizing audio adversarial examples using temporal dependency got accepted in iclr 2019 older news contact bo li computer science department university of illinois at urbana champaign 4310 siebel center 201 n goodwin ave urbana il 61801 usa