most of the ref

1 files changed, 343 insertions, 38 deletions

diff --git a/biblio.bib b/biblio.bib
index 696e6c7..e4ee078 100644
--- a/biblio.bib
+++ b/biblio.bib
@@ -1,10 +1,65 @@
 ######################""
+@misc{chatgpt,
+    title={ChatGPT},
+    howpublished={\url{https://openai.com/chatgpt/}},
+    note={Dernier accès: 2024-09-19}
+}
+@misc{stabledi,
+    title={Stable Diffusion},
+    howpublished={\url{https://stablediffusion.fr/france}},
+    note={Dernier accès: 2024-09-19}
+}
+@inproceedings{maghded2020novel,
+  title={A novel AI-enabled framework to diagnose coronavirus COVID-19 using smartphone embedded sensors: design study},
+  author={Maghded, Halgurd S and Ghafoor, Kayhan Zrar and Sadiq, Ali Safaa and Curran, Kevin and Rawat, Danda B and Rabie, Khaled},
+  booktitle={2020 IEEE 21st international conference on information reuse and integration for data science (IRI)},
+  pages={180--187},
+  year={2020},
+  organization={IEEE}
+}
+
+
+
+@misc{yeom2018privacy,
+      title={Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting}, 
+      author={Samuel Yeom and Irene Giacomelli and Matt Fredrikson and Somesh Jha},
+      year={2018}
+}
 #Notes
 @misc{dati2024declaration,
     title={Déclaration de Mme Rachida Dati, ministre de la culture, lors de l'installation de la Commission d'enrichissement de la langue française, le 27 mai 2024.}
     author={Dati, Rachida},
     year={2024}
 }
+@misc{wise2024,
+    title={Wise 2024},
+    howpublished={\url{wise2024-qatar.com}},
+    note={Dernier accès: 2024-09-13}
+}
+
+###########################"
+#Contexte
+#Legal
+@misc{defenseur2015emploi,
+    title={Recruter avec des outils numériques sans discriminer},
+    year={2015},
+    howpublished={\url{https://juridique.defenseurdesdroits.fr/doc_num.php?explnum_id=18909}},
+    note={Dernier accès: 2024-09-13}
+}
+
+@misc{defenseure2024lutter,
+    title={Lutter contre les discriminations produites par les algorithmes et l’IA},
+    year={2024},
+    howpublished={\url{https://www.defenseurdesdroits.fr/sites/default/files/2024-02/FICHE7_AlgoIA_0.pdf}},
+    note={Dernier accès: 2024-09-13}
+}
+
+@misc{defenseure,
+    title={Lutter contre les discriminations et promouvoir l'égalité},
+    howpublished={\url{defenseurdesdroits.fr/lutter-contre-les-discriminations-et-promouvoir-legalite-185}},
+    note={Dernier accès: 2024-09-13}
+}
+
 ######################################"
 #Background
 @BOOK{lecun2019quand,
@@ -154,6 +209,38 @@
 
 
     
+#Equitée
+
+@misc{servicepubdiscrimination,
+    title="Qu'est-ce que la discrimination ?",
+    howpublished={https://www.service-public.fr/particuliers/vosdroits/F38175},
+    note={Dernier accès: 2024-09-13}
+}
+
+
+@BOOK{biddle2006adverse,
+  title     = "Adverse impact and test validation",
+  author    = "Biddle, Dan",
+  publisher = "Gower Publishing",
+  edition   =  2,
+  month     =  jul,
+  year      =  2006,
+  address   = "London, England",
+  language  = "en"
+}
+
+
+@article{scikit-learn,
+  title={Scikit-learn: Machine Learning in {P}ython},
+  author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
+          and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
+          and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
+          Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
+  journal={Journal of Machine Learning Research},
+  volume={12},
+  pages={2825--2830},
+  year={2011}
+}
 
 
 
@@ -164,6 +251,62 @@
 
 ############################################""
 #Enjeux
+
+#Explicabilite
+@article{yuan2022explainability,
+  title={Explainability in graph neural networks: A taxonomic survey},
+  author={Yuan, Hao and Yu, Haiyang and Gui, Shurui and Ji, Shuiwang},
+  journal={IEEE transactions on pattern analysis and machine intelligence},
+  volume={45},
+  number={5},
+  pages={5782--5799},
+  year={2022},
+  publisher={IEEE}
+}
+@article{du2019techniques,
+  title={Techniques for interpretable machine learning},
+  author={Du, Mengnan and Liu, Ninghao and Hu, Xia},
+  journal={Communications of the ACM},
+  volume={63},
+  number={1},
+  pages={68--77},
+  year={2019},
+  publisher={ACM New York, NY, USA}
+}
+
+@article{rai2020explainable,
+  title={Explainable AI: From black box to glass box},
+  author={Rai, Arun},
+  journal={Journal of the Academy of Marketing Science},
+  volume={48},
+  pages={137--141},
+  year={2020},
+  publisher={Springer}
+}
+
+@article{ucoglu2020current,
+  title={Current machine learning applications in accounting and auditing},
+  author={Ucoglu, Derya},
+  journal={PressAcademia Procedia},
+  volume={12},
+  number={1},
+  pages={1--7},
+  year={2020},
+  publisher={Pressacademia}
+}
+
+@article{choi2020identifying,
+  title={Identifying machine learning techniques for classification of target advertising},
+  author={Choi, Jin-A and Lim, Kiho},
+  journal={ICT Express},
+  volume={6},
+  number={3},
+  pages={175--180},
+  year={2020},
+  publisher={Elsevier}
+}
+
+
 #Securité
 #Backdoor
 @article{gao2020backdoor,
@@ -190,7 +333,17 @@
 }
 
 
-
+#Fairness
+@article{dressel2018accuracy,
+  title={The accuracy, fairness, and limits of predicting recidivism},
+  author={Dressel, Julia and Farid, Hany},
+  journal={Science advances},
+  volume={4},
+  number={1},
+  pages={eaao5580},
+  year={2018},
+  publisher={American Association for the Advancement of Science}
+}
 
 
 
@@ -422,6 +575,60 @@ series = {AIES '18}
 
 ####################################""
 #Stratégie AI de la France
+@article{touvron2023llama,
+  title={Llama 2: Open foundation and fine-tuned chat models},
+  author={Touvron, Hugo and Martin, Louis and Stone, Kevin and Albert, Peter and Almahairi, Amjad and Babaei, Yasmine and Bashlykov, Nikolay and Batra, Soumya and Bhargava, Prajjwal and Bhosale, Shruti and others},
+  journal={arXiv preprint arXiv:2307.09288},
+  year={2023}
+}
+@misc{g5k,
+    title={Grid5000},
+    howpublished={\url{www.grid5000.fr}},
+    note={Dernier accès: 2024-09-18}
+}
+@misc{jeanzay,
+    title={Jean Zay, le supercalculateur le plus puissant de France pour la recherche}
+    howpublished={\url{https://www.cnrs.fr/fr/presse/jean-zay-le-supercalculateur-le-plus-puissant-de-france-pour-la-recherche}},
+    note={Dernier accès: 2024-09-18}
+}
+@misc{2030phase,
+    title={La stratégie nationale pour l'intelligence artificielle},
+    howpublished={\url{https://www.entreprises.gouv.fr/fr/numerique/enjeux/la-strategie-nationale-pour-l-ia}},
+    note={Dernier accès: 2024-09-18}
+}
+@misc{coordinateur,
+    title={France 2030 | Nomination du coordinateur national pour l’intelligence artificielle},
+    howpublished={\url{https://www.info.gouv.fr/actualite/france-2030-nomination-du-coordinateur-national-pour-l-intelligence-artificielle}},
+    note={Dernier accès: 2024-09-17}
+}
+
+@misc{loinumerique,
+    title={LOI n° 2016-1321 du 7 octobre 2016 pour une République numérique},
+    howpublished={\url{https://www.legifrance.gouv.fr/jorf/id/JORFSCTA000033202935}}
+    note={Dernier accès: 2024-09-17}
+}
+@misc{kaggle,
+    title={Kaggle},
+    howpublished={\url{kaggle.com}},
+    note={Dernier accès: 2024-09-17}
+}
+@misc{2030sante,
+    title={Data Challenges en santé},
+    howpublished={\url{https://www.bpifrance.fr/nos-appels-a-projets-concours/appel-a-projets-data-challenges-en-sante}},
+    note={Dernier accès: 2024-09-17}
+}
+
+@misc{iabooster,
+    title={IA Booster},
+    howpublished={\url{https://www.bpifrance.fr/catalogue-offres/ia-booster-france-2030}},
+    note={Dernier accès: 2024-09-17}
+}
+@misc{2030generatif,
+    title={Accélérer l’usage de l’intelligence artificielle générative dans l’économie},
+    howpublished={\url{https://www.bpifrance.fr/nos-appels-a-projets-concours/appel-a-projets-accelerer-lusage-de-lintelligence-artificielle-generative-dans-leconomie}},
+    note={Dernier accès: 2024-09-17}
+}
+
 @misc{france2030,
     title={France 2030},
     howpublished={\url{https://www.info.gouv.fr/grand-dossier/france-2030}},
@@ -1144,18 +1351,6 @@ abstract = {This paper explores the use of metaphorical personification (anthrop
 }
 
 
-
-
-
-@misc{song2020overlearning,
-      title={Overlearning Reveals Sensitive Attributes}, 
-      author={Congzheng Song and Vitaly Shmatikov},
-      year={2020},
-      eprint={1905.11742},
-      archivePrefix={arXiv},
-      primaryClass={cs.LG}
-}
-
 @article{EO,
   author    = {Moritz Hardt and
                Eric Price and
@@ -1183,14 +1378,6 @@ abstract = {This paper explores the use of metaphorical personification (anthrop
   publisher={ACS Publications}
 }
 
-@misc{yeom,
-      title={Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting}, 
-      author={Samuel Yeom and Irene Giacomelli and Matt Fredrikson and Somesh Jha},
-      year={2018},
-      eprint={1709.01604},
-      archivePrefix={arXiv},
-      primaryClass={cs.CR}
-}
 
 @misc{vgg16,
       title={Very Deep Convolutional Networks for Large-Scale Image Recognition}, 
@@ -1968,16 +2155,6 @@ doi = {10.1145/3460120.3484533},
 }
 
 
-@inproceedings{yeom,
-  author={Yeom, Samuel and Giacomelli, Irene and Fredrikson, Matt and Jha, Somesh},
-  booktitle={Computer Security Foundations Symposium}, 
-  title={Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting}, 
-  year={2018},
-  pages={268-282},
-}
-%
-  doi={10.1109/CSF.2018.00027}
-
 @inproceedings{Mahajan2020DoesLS,
   title={Does Learning Stable Features Provide Privacy Benefits for Machine Learning Models?},
   author={Divyat Mahajan, Shruti Tople, Amit Sharma},
@@ -2335,19 +2512,13 @@ doi = {10.1007/s10506-021-09286-4},
 %
     doi={10.1109/DSAA.2016.49},
 
-%misc{dpbad,
-%
-  
+@misc{dpbad,
   author = {Dwork, Cynthia and Hardt, Moritz and Pitassi, Toniann and Reingold, Omer and Zemel, Rich},
-    
   title = {Fairness Through Awareness},
-   
         eprint={1104.3913},
       archivePrefix={arXiv},
   year = {2011},
       primaryClass={cs.CY}
-  
-  
 }
 %keywords = {Computational Complexity (cs.CC), Computers and Society (cs.CY), FOS: Computer and information sciences, FOS: Computer and information sciences},
 %doi = {10.48550/ARXIV.1104.3913},  
@@ -2574,3 +2745,137 @@ title={Justicia: A Stochastic SAT Approach to Formally Verify Fairness},
 volume={35}, 
 number={9}, journal={Conference on Artificial Intelligence}, author={Ghosh, Bishwamittra and Basu, Debabrota and Meel, Kuldeep S.}, year={2021}, month={May}, pages={7554-7563} }
 %url={https://ojs.aaai.org/index.php/AAAI/article/view/16925}, DOI={10.1609/aaai.v35i9.16925}, 
+}
+
+####################AIA
+@article{ofverstedt2022fast,
+  title={Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment},
+  author={{\"O}fverstedt, Johan and Lindblad, Joakim and Sladoje, Nata{\v{s}}a},
+  journal={Pattern Recognition Letters},
+  volume={159},
+  pages={196--203},
+  year={2022},
+  publisher={Elsevier}
+}
+
+
+@article{dai2022comprehensive,
+  title={A comprehensive survey on trustworthy graph neural networks: Privacy, robustness, fairness, and explainability},
+  author={Dai, Enyan and Zhao, Tianxiang and Zhu, Huaisheng and Xu, Junjie and Guo, Zhimeng and Liu, Hui and Tang, Jiliang and Wang, Suhang},
+  journal={arXiv preprint arXiv:2204.08570},
+  year={2022}
+}
+
+@article{franco2021toward,
+  title={Toward learning trustworthily from data combining privacy, fairness, and explainability: an application to face recognition},
+  author={Franco, Danilo and Oneto, Luca and Navarin, Nicol{\`o} and Anguita, Davide},
+  journal={Entropy},
+  volume={23},
+  number={8},
+  pages={1047},
+  year={2021},
+  publisher={MDPI}
+}
+
+@article{grant2020show,
+  title={Show us the data: Privacy, explainability, and why the law can't have both},
+  author={Grant, Thomas D and Wischik, Damon J},
+  journal={Geo. Wash. L. Rev.},
+  volume={88},
+  pages={1350},
+  year={2020},
+  publisher={HeinOnline}
+}
+
+@article{pielke2005hurricanes,
+  title={Hurricanes and global warming},
+  author={Pielke Jr, Roger A and Landsea, Chris and Mayfield, Max and Layer, J and Pasch, Richard},
+  journal={Bulletin of the American Meteorological Society},
+  volume={86},
+  number={11},
+  pages={1571--1576},
+  year={2005},
+  publisher={American Meteorological Society}
+}
+@article{khasnis2005global,
+  title={Global warming and infectious disease},
+  author={Khasnis, Atul A and Nettleman, Mary D},
+  journal={Archives of medical research},
+  volume={36},
+  number={6},
+  pages={689--696},
+  year={2005},
+  publisher={Elsevier}
+}
+@article{houghton2005global,
+  title={Global warming},
+  author={Houghton, John},
+  journal={Reports on progress in physics},
+  volume={68},
+  number={6},
+  pages={1343},
+  year={2005},
+  publisher={IOP Publishing}
+}
+
+@misc{mcnutt2013climate,
+  title={Climate change impacts},
+  author={McNutt, Marcia},
+  journal={Science},
+  volume={341},
+  number={6145},
+  pages={435--435},
+  year={2013},
+  publisher={American Association for the Advancement of Science}
+}
+
+@article{melillo2014climate,
+  title={Climate change impacts in the United States},
+  author={Melillo, Jerry M and Richmond, TT and Yohe, Gary and others},
+  journal={Third national climate assessment},
+  volume={52},
+  pages={150--174},
+  year={2014},
+  publisher={US Global Change Research Program, Washington, DC}
+}
+
+
+@misc{carbonfr,
+    title={L’empreinte carbone de la France de 1995 à 2022},
+    howpublished={\url{https://www.statistiques.developpement-durable.gouv.fr/lempreinte-carbone-de-la-france-de-1995-2022}},
+    note={Dernier accès: 2024-09-18}
+}
+
+@article{shadrin2019designing,
+  title={Designing future precision agriculture: Detection of seeds germination using artificial intelligence on a low-power embedded system},
+  author={Shadrin, Dmitrii and Menshchikov, Alexander and Ermilov, Dmitry and Somov, Andrey},
+  journal={IEEE Sensors Journal},
+  volume={19},
+  number={23},
+  pages={11573--11582},
+  year={2019},
+  publisher={IEEE}
+}
+@article{schwartz2020green,
+  title={Green ai},
+  author={Schwartz, Roy and Dodge, Jesse and Smith, Noah A and Etzioni, Oren},
+  journal={Communications of the ACM},
+  volume={63},
+  number={12},
+  pages={54--63},
+  year={2020},
+  publisher={ACM New York, NY, USA}
+}
+
+
+@article{verdecchia2023systematic,
+  title={A systematic review of Green AI},
+  author={Verdecchia, Roberto and Sallou, June and Cruz, Lu{\'\i}s},
+  journal={Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
+  volume={13},
+  number={4},
+  pages={e1507},
+  year={2023},
+  publisher={Wiley Online Library}
+}
+