Index

A

apply_feasible_manipulations() (secml_malware.attack.blackbox.c_black_box_format_exploit_evasion.CBlackBoxFormatExploitEvasionProblem method) (secml_malware.attack.blackbox.c_black_box_padding_evasion.CBlackBoxPaddingEvasionProblem method) (secml_malware.attack.blackbox.c_blackbox_header_problem.CBlackBoxHeaderEvasionProblem method) (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) (secml_malware.attack.blackbox.c_gamma_evasion.CGammaEvasionProblem method) (secml_malware.attack.blackbox.c_gamma_sections_evasion.CGammaSectionsEvasionProblem method) (secml_malware.attack.blackbox.c_gamma_shift_problem.CGammaShiftEvasionProblem method) (secml_malware.attack.blackbox.c_gammapi_evasion.CGammaAPIEvasionProblem method)

apply_feature_mapping() (secml_malware.attack.whitebox.c_discretized_bytes_evasion.CDiscreteBytesEvasion method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_fast_gradient_sign_evasion.CFastGradientSignMethodEvasion method) apply_shift() (in module secml_malware.utils.extend_pe) apply_shift_to_raw_code() (in module secml_malware.utils.extend_pe)

B

bytes_to_numpy() (secml_malware.models.basee2e.End2EndModel class method)

C

CBlackBoxFormatExploitEvasionProblem (class in secml_malware.attack.blackbox.c_black_box_format_exploit_evasion) CBlackBoxHeaderEvasionProblem (class in secml_malware.attack.blackbox.c_blackbox_header_problem) CBlackBoxPaddingEvasionProblem (class in secml_malware.attack.blackbox.c_black_box_padding_evasion) CBlackBoxProblem (class in secml_malware.attack.blackbox.c_blackbox_problem) CClassifierEmber (class in secml_malware.models.c_classifier_ember) CClassifierEnd2EndMalware (class in secml_malware.models.c_classifier_end2end_malware) CClassifierSorel (class in secml_malware.models.c_classifier_sorel_net) CContentShiftingEvasion (class in secml_malware.attack.whitebox.c_shift_evasion) CDiscreteBytesEvasion (class in secml_malware.attack.whitebox.c_discretized_bytes_evasion) CEmberWrapperPhi (class in secml_malware.attack.blackbox.c_wrapper_phi) CEnd2EndMalwareEvasion (class in secml_malware.attack.whitebox.c_end2end_evasion) CEnd2EndWrapperPhi (class in secml_malware.attack.blackbox.c_wrapper_phi) CExtendDOSEvasion (class in secml_malware.attack.whitebox.c_extend_dos_evasion) CFastGradientSignMethodEvasion (class in secml_malware.attack.whitebox.c_fast_gradient_sign_evasion) CFormatExploitEvasion (class in secml_malware.attack.whitebox.c_format_exploit_evasion) CGammaAPIEvasionProblem (class in secml_malware.attack.blackbox.c_gammapi_evasion) CGammaEvasionProblem (class in secml_malware.attack.blackbox.c_gamma_evasion) CGammaSectionsEvasionProblem (class in secml_malware.attack.blackbox.c_gamma_sections_evasion)

CGammaShiftEvasionProblem (class in secml_malware.attack.blackbox.c_gamma_shift_problem) CGeneticAlgorithm (class in secml_malware.attack.blackbox.ga.c_base_genetic_engine) CHeaderEvasion (class in secml_malware.attack.whitebox.c_header_evasion) CKreukEvasion (class in secml_malware.attack.whitebox.c_kreuk_evasion) clear_results() (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) compute_embedding_gradient() (secml_malware.models.basee2e.End2EndModel method) (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) compute_penalty_term() (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) (secml_malware.attack.whitebox.c_discretized_bytes_evasion.CDiscreteBytesEvasion method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_fast_gradient_sign_evasion.CFastGradientSignMethodEvasion method) CPaddingEvasion (class in secml_malware.attack.whitebox.c_padding_evasion) create_int_list_from_x_adv() (in module secml_malware.utils.extend_pe) create_real_sample_from_adv() (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_format_exploit_evasion.CFormatExploitEvasion method) create_section_population_from_folder() (secml_malware.attack.blackbox.c_gamma_evasion.CGammaEvasionProblem class method) create_section_population_from_list() (secml_malware.attack.blackbox.c_gamma_evasion.CGammaEvasionProblem class method) CSuciuEvasion (class in secml_malware.attack.whitebox.c_suciu_evasion) CWrapperPhi (class in secml_malware.attack.blackbox.c_wrapper_phi)

E

embed() (secml_malware.models.basee2e.End2EndModel method) (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) (secml_malware.models.malconv.MalConv method) embedd_and_forward() (secml_malware.models.basee2e.End2EndModel method) (secml_malware.models.malconv.MalConv method) embedding_predict() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method)

End2EndModel (class in secml_malware.models.basee2e) extract_features() (secml_malware.attack.blackbox.c_wrapper_phi.CEmberWrapperPhi method) (secml_malware.attack.blackbox.c_wrapper_phi.CEnd2EndWrapperPhi method) (secml_malware.attack.blackbox.c_wrapper_phi.CWrapperPhi method) (secml_malware.models.c_classifier_ember.CClassifierEmber method) (secml_malware.models.c_classifier_sorel_net.CClassifierSorel method)

F

f_eval() (secml_malware.attack.blackbox.ga.c_base_genetic_engine.CGeneticAlgorithm method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) FileNotExistsException

fitness() (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) FolderNotExistsException forward() (secml_malware.models.basee2e.End2EndModel method) (secml_malware.models.c_classifier_sorel_net.SorelNet method)

G

get_bounds() (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) get_embedding_size() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) get_embedding_value() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) get_input_max_length() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) get_is_shifting_values() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method)

grad_eval() (secml_malware.attack.blackbox.ga.c_base_genetic_engine.CGeneticAlgorithm method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) gradient() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) gradient_f_x() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) gradient_search() (in module secml_malware.attack.whitebox.c_discretized_bytes_evasion)

I

infer_step() (secml_malware.attack.whitebox.c_discretized_bytes_evasion.CDiscreteBytesEvasion method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_fast_gradient_sign_evasion.CFastGradientSignMethodEvasion method) init_starting_point() (secml_malware.attack.blackbox.c_black_box_format_exploit_evasion.CBlackBoxFormatExploitEvasionProblem method) (secml_malware.attack.blackbox.c_blackbox_header_problem.CBlackBoxHeaderEvasionProblem method) (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) (secml_malware.attack.blackbox.c_gamma_sections_evasion.CGammaSectionsEvasionProblem method)

invert_feature_mapping() (secml_malware.attack.whitebox.c_discretized_bytes_evasion.CDiscreteBytesEvasion method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_fast_gradient_sign_evasion.CFastGradientSignMethodEvasion method)

L

list_to_numpy() (secml_malware.models.basee2e.End2EndModel class method) load_model() (secml_malware.models.c_classifier_sorel_net.CClassifierSorel method) load_pretrained_model() (secml_malware.models.c_classifier_end2end_malware.CClassifierEnd2EndMalware method) load_sample_from_file() (secml_malware.models.basee2e.End2EndModel class method)

load_simplified_model() (secml_malware.models.basee2e.End2EndModel method) loss_function_gradient() (secml_malware.attack.whitebox.c_discretized_bytes_evasion.CDiscreteBytesEvasion method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_fast_gradient_sign_evasion.CFastGradientSignMethodEvasion method)

M

MalConv (class in secml_malware.models.malconv) module secml_malware secml_malware.attack secml_malware.attack.blackbox secml_malware.attack.blackbox.c_black_box_format_exploit_evasion secml_malware.attack.blackbox.c_black_box_padding_evasion secml_malware.attack.blackbox.c_blackbox_header_problem secml_malware.attack.blackbox.c_blackbox_problem secml_malware.attack.blackbox.c_gamma_evasion secml_malware.attack.blackbox.c_gamma_sections_evasion secml_malware.attack.blackbox.c_gamma_shift_problem secml_malware.attack.blackbox.c_gammapi_evasion secml_malware.attack.blackbox.c_wrapper_phi secml_malware.attack.blackbox.ga secml_malware.attack.blackbox.ga.c_base_genetic_engine secml_malware.attack.whitebox secml_malware.attack.whitebox.c_discretized_bytes_evasion secml_malware.attack.whitebox.c_end2end_evasion secml_malware.attack.whitebox.c_extend_dos_evasion secml_malware.attack.whitebox.c_fast_gradient_sign_evasion secml_malware.attack.whitebox.c_format_exploit_evasion secml_malware.attack.whitebox.c_header_evasion secml_malware.attack.whitebox.c_kreuk_evasion secml_malware.attack.whitebox.c_padding_evasion secml_malware.attack.whitebox.c_shift_evasion secml_malware.attack.whitebox.c_suciu_evasion secml_malware.attack.whitebox.tests secml_malware.models secml_malware.models.basee2e secml_malware.models.c_classifier_ember secml_malware.models.c_classifier_end2end_malware secml_malware.models.c_classifier_sorel_net secml_malware.models.malconv secml_malware.models.tests secml_malware.utils secml_malware.utils.exceptions secml_malware.utils.extend_pe secml_malware.utils.tests secml_malware.visualization secml_malware.visualization.exe secml_malware.visualization.tests secml_malware.visualization.tests.test_visulization

O

objective_function() (secml_malware.attack.blackbox.ga.c_base_genetic_engine.CGeneticAlgorithm method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) objective_function_gradient() (secml_malware.attack.blackbox.ga.c_base_genetic_engine.CGeneticAlgorithm method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method)

optimization_solver() (secml_malware.attack.whitebox.c_discretized_bytes_evasion.CDiscreteBytesEvasion method) (secml_malware.attack.whitebox.c_end2end_evasion.CEnd2EndMalwareEvasion method) (secml_malware.attack.whitebox.c_fast_gradient_sign_evasion.CFastGradientSignMethodEvasion method) OptimizerNotSetException

P

path_to_exe_vector() (secml_malware.models.basee2e.End2EndModel class method) plot_bins() (in module secml_malware.visualization.exe) plot_code_segment() (in module secml_malware.visualization.exe)

plot_header_contribution_histogram() (in module secml_malware.visualization.exe) plot_range_histogram() (in module secml_malware.visualization.exe) predict() (secml_malware.attack.blackbox.c_wrapper_phi.CWrapperPhi method)

R

random_mutation() (in module secml_malware.attack.blackbox.ga.c_base_genetic_engine)

run() (secml_malware.attack.blackbox.ga.c_base_genetic_engine.CGeneticAlgorithm method)

S

score_step() (secml_malware.attack.blackbox.c_blackbox_problem.CBlackBoxProblem method) secml_malware module secml_malware.attack module secml_malware.attack.blackbox module secml_malware.attack.blackbox.c_black_box_format_exploit_evasion module secml_malware.attack.blackbox.c_black_box_padding_evasion module secml_malware.attack.blackbox.c_blackbox_header_problem module secml_malware.attack.blackbox.c_blackbox_problem module secml_malware.attack.blackbox.c_gamma_evasion module secml_malware.attack.blackbox.c_gamma_sections_evasion module secml_malware.attack.blackbox.c_gamma_shift_problem module secml_malware.attack.blackbox.c_gammapi_evasion module secml_malware.attack.blackbox.c_wrapper_phi module secml_malware.attack.blackbox.ga module secml_malware.attack.blackbox.ga.c_base_genetic_engine module secml_malware.attack.whitebox module secml_malware.attack.whitebox.c_discretized_bytes_evasion module secml_malware.attack.whitebox.c_end2end_evasion module secml_malware.attack.whitebox.c_extend_dos_evasion module secml_malware.attack.whitebox.c_fast_gradient_sign_evasion module secml_malware.attack.whitebox.c_format_exploit_evasion module secml_malware.attack.whitebox.c_header_evasion module secml_malware.attack.whitebox.c_kreuk_evasion module

secml_malware.attack.whitebox.c_padding_evasion module secml_malware.attack.whitebox.c_shift_evasion module secml_malware.attack.whitebox.c_suciu_evasion module secml_malware.attack.whitebox.tests module secml_malware.models module secml_malware.models.basee2e module secml_malware.models.c_classifier_ember module secml_malware.models.c_classifier_end2end_malware module secml_malware.models.c_classifier_sorel_net module secml_malware.models.malconv module secml_malware.models.tests module secml_malware.utils module secml_malware.utils.exceptions module secml_malware.utils.extend_pe module secml_malware.utils.tests module secml_malware.visualization module secml_malware.visualization.exe module secml_malware.visualization.tests module secml_malware.visualization.tests.test_visulization module shift_pe_header() (in module secml_malware.utils.extend_pe) shift_pe_header_by() (in module secml_malware.utils.extend_pe) shift_pointer_to_section_content() (in module secml_malware.utils.extend_pe) shift_section_by() (in module secml_malware.utils.extend_pe) shift_section_by_using_lief() (in module secml_malware.utils.extend_pe) SorelNet (class in secml_malware.models.c_classifier_sorel_net)

T

training (secml_malware.models.basee2e.End2EndModel attribute) (secml_malware.models.c_classifier_sorel_net.SorelNet attribute) (secml_malware.models.malconv.MalConv attribute)

W

write_adv_to_file() (secml_malware.attack.blackbox.ga.c_base_genetic_engine.CGeneticAlgorithm class method)