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1. DL_cyber_attacks DL_cyber_attacks Public

   Implementation of Backdoor Attacks and Defenses on Resnet18 and EfficientNetB0. We have implemented Bad Nets and Data Poisoning attacks,along with Neural Cleanse,Fine-Pruning and Jittering defenses…

   Python 5

2. geo-image-retrieval geo-image-retrieval Public

   Forked from onatakca/geo-image-retrieval

   Comparing linear evaluation and pooling methods of vision encoders (DINOv3, Perception Encoder, CLIP and StreetCLIP) on MSLS London dataset for image-to-image retrieval.

   Jupyter Notebook

3. melanoma-classification melanoma-classification Public

   Fair and debiased skin lesion melanoma classification code. Using recall based cross-entropy loss combined with domain-discriminative training for equal perforamnce across all skin color groups.

   Jupyter Notebook

4. gemma3_lora_ft_vs_icl gemma3_lora_ft_vs_icl Public

   Comparing Gemma3 models performance (270m,1b and 4b) on classification, reasoning and QA suite using ICL vs LoRA finetuning. Comparing performance to BERT trained on classification and QA.

   Jupyter Notebook

5. CrisisKD CrisisKD Public

   Forked from onatakca/synchain-absa-emotion

   CrisisKD: Knowledge distillation in aspect-based sentiment and emotion analysis using Qwen2.5-32B as the teacher model and Qwen2.5-7B and LLaMA3-8B as student models.

   Python