From e49360651cf3802e3e3fc141663e923b167e4396 Mon Sep 17 00:00:00 2001 From: Thibault Simonetto Date: Fri, 26 Jul 2024 10:17:42 +0200 Subject: [PATCH] Add research papers --- README.md | 6 +++++- doc/tabularbench.pdf | Bin 0 -> 813358 bytes 2 files changed, 5 insertions(+), 1 deletion(-) create mode 100644 doc/tabularbench.pdf diff --git a/README.md b/README.md index a0b376c..8ddd377 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,11 @@ TabularBench: Adversarial robustness benchmark for tabular data **Leaderboard**: [https://serval-uni-lu.github.io/tabularbench/](https://serval-uni-lu.github.io/tabularbench/) -**Paper**: under review, preprint available shortly. +**Research papers**: + +- Benchmark: [TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases](./doc/tabularbench.pdf) +- CAPGD and CAA attacks: [Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data](https://arxiv.org/abs/2406.00775) +- MOEVA attack: [A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space](https://arxiv.org/abs/2112.01156) ## Installation diff --git a/doc/tabularbench.pdf b/doc/tabularbench.pdf new file mode 100644 index 0000000000000000000000000000000000000000..20edde047253c140303dd05c24d3d1d8b5acd844 GIT binary patch literal 813358 zcmeFXbC4!a*Dcz%ZBBPj+qP}nwl(c(+qP}nw%yaV&C~P#zW3a7&i&&4c_MDaTMtBLOo3t(=3gk-4Fhtpfo)!}p*F zXjQ+FpeJDb{(ZwBZewKZ_P63Mij3bL|Ee>wC1Cl6ijF{mfL6iQ*6HtUmVb(h-_R1! zvoN##t7Vse&|>&M5uz0rBGBYAVKrbjW@I;FHe@koWi-}jU}x9YXEb7_XJTVwF=jU5 z;WA`oqBCS>XJ({hFl1oUXJIihFkxY3qi3LFW&W;a=h6QA9vqz{0H3*_)Z&SwB(A9MNQ=v$BmT&{s*sVw<_Fk&N( z!V!VmFwoI|%Kidr3iPv2z#%CWbeO_+V~vRGk2cESytct02_}UE5Jg8I`}^MitIPkZ zGvNOO@jvDNAn+dq{)51O5cm%Q|3TpYe+c|#bbndXzp1H=zO}LAUn<4;50#R&Gq&M3 zbTYTK`6g5hf4Sc`-I8^7vihd5-+s*BZ0uiEa{8vm(*L4)%8thW^FHn0>VLV>|Ks)# zVHDJN(zmiT{a@(ocZaOs9{+xd|CT>05-_oUlVMo`7W!{u_g{3AnV$83XJ2}H-_&b| 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