Agentic-CLIP-Benchmark

Agentic-CLIP-Benchmark: Zero-Shot Evaluation on CIFAR-10 -green.svg This project implements a robust, automated pipeline for evaluating OpenAI's CLIP ViT-B/32 model on the full CIFAR-10 test set 10,000 images. Developed using an AI Native workflow Trae IDE , it achieves a high-precision zero-shot...

What Response Marginals Miss: Adaptive Query Complexity of Functional Backdoor Recovery

Functional backdoor recovery finds any trigger whose attack success rate is at least a given threshold rather than to recover the planted trigger. We study the minimum number of queries required for this task under label feedback which returns the predicted class label. We construct two finite...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +17 more potentially affected by CVE-2023-25673 via tensorflow-cpu (>=2.1.0, <=2.11.0)

tensorflow-cpu PYPI version =2.1.0, =0.1.0.dev1, =0.1.0b1, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.102.0.dev0, =0.208.0.post1 and more Source cves: CVE-2023-25673 Source advisory: OSV:PYSEC-2026-3281...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41902 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41902 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41907 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41907 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41895 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41895 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41889 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41889 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41887 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41887 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41890 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41890 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41888 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41888 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41886 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41886 Source advisory:...

cifar-10-model (7.4.0), neuroutils (>=0.1.3, <=0.2.3) +1 more potentially affected by CVE-2022-41884 via tensorflow-cpu (2.10.0)

tensorflow-cpu PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-cpu and may be impacted: - cifar-10-model 7.4.0 - neuroutils =0.1.3, =0.3.0.dev221212, =0.4.0.dev230202 Source cves: CVE-2022-41884 Source advisory:...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +17 more potentially affected by CVE-2023-25661 via tensorflow-cpu (>=2.1.0, <=2.11.0)

tensorflow-cpu PYPI version =2.1.0, =0.1.0.dev1, =0.1.0b1, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.102.0.dev0, =0.208.0.post1 and more Source cves: CVE-2023-25661 Source advisory: OSV:PYSEC-2026-1952...

Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference

Differential privacy DP auditing aims to provide empirical lower bounds on the privacy guarantees of DP mechanisms like DP-SGD. While some existing techniques require many training runs that are prohibitively costly, recent work introduces one-run auditing approaches that effectively audit DP-SGD...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +17 more potentially affected by CVE-2023-25661 via tensorflow-cpu (>=2.1.0, <=2.11.0)

tensorflow-cpu PYPI version =2.1.0, =0.1.0.dev1, =0.1.0b1, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.102.0.dev0, =0.208.0.post1 and more Source cves: CVE-2023-25661 Source advisory: GHSA-FXGC-95XX-GRVQ...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +20 more potentially affected by CVE-2023-25661 via tensorflow-cpu (>=1.15.0, <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.1.0b1, =0.2.3, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.5.8 - pyopia 1.0.0 and more Source cves: CVE-2023-25661 Source advisory: MEND:CVE-2023-25661...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +20 more potentially affected by CVE-2023-25662 via tensorflow-cpu (>=1.15.0, <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.1.0b1, =0.2.3, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.5.8 - pyopia 1.0.0 and more Source cves: CVE-2023-25662 Source advisory: MEND:CVE-2023-25662...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +20 more potentially affected by CVE-2023-25663 via tensorflow-cpu (>=1.15.0, <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.1.0b1, =0.2.3, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.5.8 - pyopia 1.0.0 and more Source cves: CVE-2023-25663 Source advisory: MEND:CVE-2023-25663...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +20 more potentially affected by CVE-2023-25670 via tensorflow-cpu (>=1.15.0, <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.1.0b1, =0.2.3, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.5.8 - pyopia 1.0.0 and more Source cves: CVE-2023-25670 Source advisory: MEND:CVE-2023-25670...

c4v-py (>=0.1.0.dev1, <=0.1.0.dev202107081840), cifar-10-model (7.4.0) +20 more potentially affected by CVE-2023-25672 via tensorflow-cpu (>=1.15.0, <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.1.0.dev1, =0.1.0b1, =0.2.3, =0.1.2, =1.0.0, =0.0.4, =1.5.0, =0.1.3, =0.5.1, =0.5.8 - pyopia 1.0.0 and more Source cves: CVE-2023-25672 Source advisory: MEND:CVE-2023-25672...