Miller DJ - Search Results

1

Detection of Backdoors in Trained Classifiers Without Access to the Training Set.

Xiang Z, Miller DJ, Kesidis G. Xiang Z, et al. Among authors: miller dj. IEEE Trans Neural Netw Learn Syst. 2022 Mar;33(3):1177-1191. doi: 10.1109/TNNLS.2020.3041202. Epub 2022 Feb 28. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 33326384

2

When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time.

Miller D, Wang Y, Kesidis G. Miller D, et al. Neural Comput. 2019 Aug;31(8):1624-1670. doi: 10.1162/neco_a_01209. Epub 2019 Jul 1. Neural Comput. 2019. PMID: 31260390

3

Margin-maximizing feature elimination methods for linear and nonlinear kernel-based discriminant functions.

Aksu Y, Miller DJ, Kesidis G, Yang QX. Aksu Y, et al. Among authors: miller dj. IEEE Trans Neural Netw. 2010 May;21(5):701-17. doi: 10.1109/TNN.2010.2041069. Epub 2010 Feb 25. IEEE Trans Neural Netw. 2010. PMID: 20194055 Free PMC article.

4

Instance-level constraint-based semisupervised learning with imposed space-partitioning.

Raghuram J, Miller DJ, Kesidis G. Raghuram J, et al. Among authors: miller dj. IEEE Trans Neural Netw Learn Syst. 2014 Aug;25(8):1520-37. doi: 10.1109/TNNLS.2013.2294459. IEEE Trans Neural Netw Learn Syst. 2014. PMID: 25050949

5

A Maximum Entropy Framework for Semisupervised and Active Learning With Unknown and Label-Scarce Classes.

Qiu Z, Miller DJ, Kesidis G. Qiu Z, et al. Among authors: miller dj. IEEE Trans Neural Netw Learn Syst. 2017 Apr;28(4):917-933. doi: 10.1109/TNNLS.2016.2514401. Epub 2016 Jan 26. IEEE Trans Neural Netw Learn Syst. 2017. PMID: 26829808

6

Detecting Scene-Plausible Perceptible Backdoors in Trained DNNs Without Access to the Training Set.

Xiang Z, Miller DJ, Wang H, Kesidis G. Xiang Z, et al. Among authors: miller dj. Neural Comput. 2021 Apr 13;33(5):1329-1371. doi: 10.1162/neco_a_01376. Neural Comput. 2021. PMID: 33617746

7

Unsupervised, low latency anomaly detection of algorithmically generated domain names by generative probabilistic modeling.

Raghuram J, Miller DJ, Kesidis G. Raghuram J, et al. Among authors: miller dj. J Adv Res. 2014 Jul;5(4):423-33. doi: 10.1016/j.jare.2014.01.001. Epub 2014 Jan 9. J Adv Res. 2014. PMID: 25685511 Free PMC article.

8

Emergent unsupervised clustering paradigms with potential application to bioinformatics.

Miller DJ, Wang Y, Kesidis G. Miller DJ, et al. Front Biosci. 2008 Jan 1;13:677-90. doi: 10.2741/2711. Front Biosci. 2008. PMID: 17981579 Review.

9

An MRI-derived definition of MCI-to-AD conversion for long-term, automatic prognosis of MCI patients.

Aksu Y, Miller DJ, Kesidis G, Bigler DC, Yang QX. Aksu Y, et al. Among authors: miller dj. PLoS One. 2011;6(10):e25074. doi: 10.1371/journal.pone.0025074. Epub 2011 Oct 12. PLoS One. 2011. PMID: 22022375 Free PMC article.

10

HIV Distal Neuropathic Pain Is Associated with Smaller Ventral Posterior Cingulate Cortex.

Keltner JR, Connolly CG, Vaida F, Jenkinson M, Fennema-Notestine C, Archibald S, Akkari C, Schlein A, Lee J, Wang D, Kim S, Li H, Rennels A, Miller DJ, Kesidis G, Franklin DR, Sanders C, Corkran S, Grant I, Brown GG, Atkinson JH, Ellis RJ; CHARTER Group. Keltner JR, et al. Among authors: miller dj. Pain Med. 2017 Mar 1;18(3):428-440. doi: 10.1093/pm/pnw180. Pain Med. 2017. PMID: 27497320 Free PMC article.

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