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TensorFlow v2.8.1

TensorFlow: v2.8.1 Release

Release date:

May 12, 2022

Previous version:

v2.8.0 (released January 31, 2022)

Magnitude:

799 Diff Delta

Contributors:

10 total committers

Data confidence:

Commits:

46 Features Released with v2.8.1

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Top Contributors in v2.8.1

terryheo

mihaimaruseac

cantonios

tensorflower-gardener

sagunb

poulsbo

frgossen

pranve

tensorflow-jenkins

sngyhan

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Release Notes Published

Release 2.8.1

This releases introduces several vulnerability fixes:

Fixes a code injection in saved_model_cli (CVE-2022-29216)
Fixes a missing validation which causes TensorSummaryV2 to crash (CVE-2022-29193)
Fixes a missing validation which crashes QuantizeAndDequantizeV4Grad (CVE-2022-29192)
Fixes a missing validation which causes denial of service via DeleteSessionTensor (CVE-2022-29194)
Fixes a missing validation which causes denial of service via GetSessionTensor (CVE-2022-29191)
Fixes a missing validation which causes denial of service via StagePeek (CVE-2022-29195)
Fixes a missing validation which causes denial of service via UnsortedSegmentJoin (CVE-2022-29197)
Fixes a missing validation which causes denial of service via LoadAndRemapMatrix (CVE-2022-29199)
Fixes a missing validation which causes denial of service via SparseTensorToCSRSparseMatrix (CVE-2022-29198)
Fixes a missing validation which causes denial of service via LSTMBlockCell (CVE-2022-29200)
Fixes a missing validation which causes denial of service via Conv3DBackpropFilterV2 (CVE-2022-29196)
Fixes a CHECK failure in depthwise ops via overflows (CVE-2021-41197)
Fixes issues arising from undefined behavior stemming from users supplying invalid resource handles (CVE-2022-29207)
Fixes a segfault due to missing support for quantized types (CVE-2022-29205)
Fixes a missing validation which results in undefined behavior in SparseTensorDenseAdd (CVE-2022-29206)
Fixes a missing validation which results in undefined behavior in QuantizedConv2D (CVE-2022-29201)
Fixes an integer overflow in SpaceToBatchND (CVE-2022-29203)
Fixes a segfault and OOB write due to incomplete validation in EditDistance (CVE-2022-29208)
Fixes a missing validation which causes denial of service via Conv3DBackpropFilterV2 (CVE-2022-29204)
Fixes a denial of service in tf.ragged.constant due to lack of validation (CVE-2022-29202)
Fixes a segfault when tf.histogram_fixed_width is called with NaN values (CVE-2022-29211)
Fixes a core dump when loading TFLite models with quantization (CVE-2022-29212)
Fixes crashes stemming from incomplete validation in signal ops (CVE-2022-29213)
Fixes a type confusion leading to CHECK-failure based denial of service (CVE-2022-29209)
Fixes a heap buffer overflow due to incorrect hash function (CVE-2022-29210)
Updates curl to 7.83.1 to handle (CVE-2022-22576, (CVE-2022-27774, (CVE-2022-27775, (CVE-2022-27776, (CVE-2022-27778, (CVE-2022-27779, (CVE-2022-27780, (CVE-2022-27781, (CVE-2022-27782 and (CVE-2022-30115
Updates zlib to 1.2.12 after 1.2.11 was pulled due to security issue