diff --git a/docs/assets/rec58_opaque_blob_problem.png b/docs/assets/rec58_opaque_blob_problem.png
index 8dee268..9de0e53 100644
Binary files a/docs/assets/rec58_opaque_blob_problem.png and b/docs/assets/rec58_opaque_blob_problem.png differ
diff --git a/docs/assets/rec59_model_repo_attack_flow.png b/docs/assets/rec59_model_repo_attack_flow.png
index db7f7cf..ffbbd87 100644
Binary files a/docs/assets/rec59_model_repo_attack_flow.png and b/docs/assets/rec59_model_repo_attack_flow.png differ
diff --git a/docs/assets/rec60_dependency_typosquatting.png b/docs/assets/rec60_dependency_typosquatting.png
index f378e63..69933bb 100644
Binary files a/docs/assets/rec60_dependency_typosquatting.png and b/docs/assets/rec60_dependency_typosquatting.png differ
diff --git a/docs/assets/rec61_pytorch_attack_timeline.png b/docs/assets/rec61_pytorch_attack_timeline.png
index 364e622..6a65407 100644
Binary files a/docs/assets/rec61_pytorch_attack_timeline.png and b/docs/assets/rec61_pytorch_attack_timeline.png differ
diff --git a/docs/assets/rec62_federated_learning_flow.png b/docs/assets/rec62_federated_learning_flow.png
index ebfd046..b946556 100644
Binary files a/docs/assets/rec62_federated_learning_flow.png and b/docs/assets/rec62_federated_learning_flow.png differ
diff --git a/docs/assets/rec63_blind_spot_problem.png b/docs/assets/rec63_blind_spot_problem.png
index f9f830a..e4aaf9d 100644
Binary files a/docs/assets/rec63_blind_spot_problem.png and b/docs/assets/rec63_blind_spot_problem.png differ
diff --git a/docs/assets/rec64_model_replacement_chart.png b/docs/assets/rec64_model_replacement_chart.png
index f2ddef4..80626a8 100644
Binary files a/docs/assets/rec64_model_replacement_chart.png and b/docs/assets/rec64_model_replacement_chart.png differ
diff --git a/docs/assets/rec65_gradient_inversion_steps.png b/docs/assets/rec65_gradient_inversion_steps.png
index b2bd1db..356ef1d 100644
Binary files a/docs/assets/rec65_gradient_inversion_steps.png and b/docs/assets/rec65_gradient_inversion_steps.png differ
diff --git a/docs/assets/rec66_mia_flow.png b/docs/assets/rec66_mia_flow.png
index 21adfb7..a71c024 100644
Binary files a/docs/assets/rec66_mia_flow.png and b/docs/assets/rec66_mia_flow.png differ
diff --git a/docs/assets/rec67_pii_iceberg.png b/docs/assets/rec67_pii_iceberg.png
index 371e3af..a3b7b89 100644
Binary files a/docs/assets/rec67_pii_iceberg.png and b/docs/assets/rec67_pii_iceberg.png differ
diff --git a/docs/assets/rec68_dp_sgd_noise.png b/docs/assets/rec68_dp_sgd_noise.png
index 83d681d..95b6e4c 100644
Binary files a/docs/assets/rec68_dp_sgd_noise.png and b/docs/assets/rec68_dp_sgd_noise.png differ
diff --git a/docs/assets/rec69_machine_unlearning_web.png b/docs/assets/rec69_machine_unlearning_web.png
index e546996..d35e0c8 100644
Binary files a/docs/assets/rec69_machine_unlearning_web.png and b/docs/assets/rec69_machine_unlearning_web.png differ
diff --git a/docs/assets/rec70_inversion_cycle_loop.png b/docs/assets/rec70_inversion_cycle_loop.png
index f27094e..44d7971 100644
Binary files a/docs/assets/rec70_inversion_cycle_loop.png and b/docs/assets/rec70_inversion_cycle_loop.png differ
diff --git a/docs/assets/rec71_gan_prior_funnel.png b/docs/assets/rec71_gan_prior_funnel.png
index a831034..ac200f3 100644
Binary files a/docs/assets/rec71_gan_prior_funnel.png and b/docs/assets/rec71_gan_prior_funnel.png differ