Black-Box Privacy Attacks on Shared Representations in Multitask Learning

Multitask learning MTL has emerged as a powerful paradigm that leverages similarities among multiple learning tasks, each with insufficient samples to train a standalone model, to solve them simultaneously while minimizing data sharing across users and organizations. MTL typically accomplishes th...

The Ripple Effect: on Unforeseen Complications of Backdoor Attacks

Recent research highlights concerns about the trustworthiness of third-party Pre-Trained Language Models PTLMs due to potential backdoor attacks. These backdoored PTLMs, however, are effective only for specific pre-defined downstream tasks. In reality, these PTLMs can be adapted to many other...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-33976 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-33976 Source advisory: OSV:GHSA-GJH7-XX4R-X345...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25659 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25659 Source advisory: OSV:GHSA-93VR-9Q9M-PJ8P...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25660 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25660 Source advisory: OSV:GHSA-QJQC-VQCF-5QVJ...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25662 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25662 Source advisory: OSV:GHSA-7JVM-XXMR-V5CW...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25663 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25663 Source advisory: OSV:GHSA-64JG-WJWW-7C5W...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25665 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25665 Source advisory: OSV:GHSA-558H-MQ8X-7Q9G...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25666 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25666 Source advisory: OSV:GHSA-F637-VH3R-VFH2...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25667 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25667 Source advisory: OSV:GHSA-FQM2-GH8W-GR68...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25668 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25668 Source advisory: OSV:GHSA-GW97-FF7C-9V96...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25669 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25669 Source advisory: OSV:GHSA-RCF8-G8JV-VG6P...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25670 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25670 Source advisory: OSV:GHSA-49RQ-HWC3-X77W...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25672 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25672 Source advisory: OSV:GHSA-94MM-G2MV-8P7R...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25673 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25673 Source advisory: OSV:GHSA-647V-R7QQ-24FH...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25674 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25674 Source advisory: OSV:GHSA-GF97-Q72M-7579...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25675 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25675 Source advisory: OSV:GHSA-7X4V-9GXG-9HWJ...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25676 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25676 Source advisory: OSV:GHSA-6WFH-89Q8-44JQ...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-25801 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-25801 Source advisory: OSV:GHSA-F49C-87JH-G47Q...

bert-multitask-learning (>=0.1.0, <=0.2.9), miscnn (>=0.6.0, <=0.28.0) potentially affected by CVE-2023-27579 via tensorflow-gpu (1.13.1)

tensorflow-gpu PYPI version 1.13.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bert-multitask-learning =0.1.0, =0.6.0, =0.28.0 Source cves: CVE-2023-27579 Source advisory: OSV:GHSA-5W96-866F-6RM8...