Contents
API Reference
KHA256
KHA256.hash()
KHA256.hmac()
KHA256.verify()
KHA256.version
KHA256.metrics
KHA256b
KHA256b.version
KHA256b.certificate
KHA256b.metrics
KHA256b.avalanche_score
KHA256b.hash()
KHA256b.verify()
KHA256b.hmac()
KHA256b.self_test()
FortifiedKhaHash256
FortifiedKhaHash256.KEY_SIZE
FortifiedKhaHash256.NONCE_SIZE
FortifiedKhaHash256.hash()
FortifiedKhaHash256.get_cache_stats()
FortifiedKhaHash256.clear_cache()
FortifiedKhaHash256.deterministic
FortifiedKhaHash256.test_avalanche_effect()
FortifiedKhaHash256.test_collision_resistance()
FortifiedKhaHash256.test_uniformity()
FortifiedKhaHash256.get_stats()
FortifiedKhaHash256.get_security_report()
OptimizedKhaHash256
OptimizedKhaHash256.__init__()
OptimizedKhaHash256.metrics
OptimizedKhaHash256.hash()
OptimizedKhaHash256.get_cache_stats()
OptimizedKhaHash256.clear_cache()
OptimizedKhaHash256.get_metrics()
OptimizedKhaHash256.enable_turbo_mode()
SecureKhaHash256
SecureKhaHash256.hash()
SecureKhaHash256.verify_avalanche()
HybridKhaHash256
HybridKhaHash256.SMALL_DATA_THRESHOLD
HybridKhaHash256.MEDIUM_DATA_THRESHOLD
HybridKhaHash256.__init__()
HybridKhaHash256.metrics
HybridKhaHash256.hash()
HybridKhaHash256.get_cache_stats()
HybridKhaHash256.clear_cache()
HybridKhaHash256.get_metrics()
HybridKhaHash256.enable_hybrid_mode()
SimpleKhaHasher
SimpleKhaHasher.DEFAULT_SALT
SimpleKhaHasher.__init__()
SimpleKhaHasher.hash()
SimpleKhaHasher.get_security_report()
Shake256Hasher
Shake256Hasher.__init__()
Shake256Hasher.hash()
Shake256Hasher.hash_hex()
Shake256Hasher.hash_int()
Shake256Hasher.file_hash()
TrueMemoryHardHasher
TrueMemoryHardHasher.hash()
TrueMemoryHardHasher.verify()
CoreEngine
CoreEngine.hash()
CoreHash
CoreHash.hash()
DeterministicEngine
DeterministicEngine.hash()
DeterministicHash
DeterministicHash.hash()
MemoryHardEngine
MemoryHardEngine.blocks
MemoryHardEngine.iterations
MemoryHardEngine.hash()
MemoryHardHash
MemoryHardHash.memory_blocks
MemoryHardHash.iterations
MemoryHardHash.hash()
FortifiedKhaCore
FortifiedKhaCore.stats
FortifiedKhaCore.text_stats
FortifiedKhaCore.list_stats
FortifiedKhaCore.dict_stats
FortifiedKhaCore.hash()
PerformanceOptimizedKhaCore
MockCore
MockCore.MockConfig
MockCore.MockConfig.shuffle_layers
MockCore.MockConfig.deterministic
MockCore.MockConfig.enable_quantum_mix
MockCore.MockConfig.enable_diffusion_mix
MockCore.MockConfig.salt_length
StreamingKHA256
StreamingKHA256.update()
StreamingKHA256.digest()
StreamingKHA256.hexdigest()
StreamingKHA256.reset()
FortifiedConfig
FortifiedConfig.VERSION
FortifiedConfig.ALGORITHM
FortifiedConfig.output_bits
FortifiedConfig.hash_bytes
FortifiedConfig.iterations
FortifiedConfig.rounds
FortifiedConfig.components_per_hash
FortifiedConfig.salt_length
FortifiedConfig.shuffle_layers
FortifiedConfig.diffusion_rounds
FortifiedConfig.avalanche_boosts
FortifiedConfig.use_enhanced_avalanche
FortifiedConfig.enable_quantum_mix
FortifiedConfig.enable_diffusion_mix
FortifiedConfig.triple_compression
FortifiedConfig.memory_hardening
FortifiedConfig.enable_byte_distribution_optimization
FortifiedConfig.byte_uniformity_rounds
FortifiedConfig.time_varying_salt
FortifiedConfig.context_sensitive_mixing
FortifiedConfig.enable_side_channel_resistance
FortifiedConfig.enable_constant_time_ops
FortifiedConfig.enable_arithmetic_blinding
FortifiedConfig.memory_cost_kb
FortifiedConfig.time_cost
FortifiedConfig.parallelism
FortifiedConfig.memory_cost
FortifiedConfig.cache_enabled
FortifiedConfig.cache_size
FortifiedConfig.cache_ttl
FortifiedConfig.cache_hmac_protected
FortifiedConfig.cache_deterministic
FortifiedConfig.parallel_processing
FortifiedConfig.max_workers
FortifiedConfig.enable_memory_hard_mode
FortifiedConfig.double_hashing
FortifiedConfig.enable_encryption_layer
FortifiedConfig.encryption_rounds
FortifiedConfig.enable_hamming_weight_balancing
FortifiedConfig.target_hamming_weight
FortifiedConfig.chi_square_optimization
FortifiedConfig.min_bit_bias
FortifiedConfig.max_bit_correlation
FortifiedConfig.enable_case_aware_mixing
FortifiedConfig.case_sensitivity_boost
FortifiedConfig.ascii_case_amplification
FortifiedConfig.case_diffusion_factor
FortifiedConfig.security_level
FortifiedConfig.expected_performance_ms
FortifiedConfig.avalanche_target
FortifiedConfig.to_dict()
OptimizedFortifiedConfig
OptimizedFortifiedConfig.max_cache_size
MemoryHardConfig
MemoryHardConfig.memory_cost_kb
MemoryHardConfig.time_cost
MemoryHardConfig.parallelism
MemoryHardConfig.enable_sequential_memory_fill
MemoryHardConfig.enable_memory_dependency_chain
MemoryHardConfig.memory_access_pattern
MemoryHardConfig.target_memory_bandwidth_utilization
MemoryHardConfig.max_cpu_utilization
MemoryHardConfig.cache_enabled
MemoryHardConfig.parallel_processing
MemoryHardConfig.max_workers
TrueMemoryHardConfig
TrueMemoryHardConfig.memory_cost_kb
TrueMemoryHardConfig.time_cost
TrueMemoryHardConfig.parallelism
TrueMemoryHardConfig.cache_enabled
TrueMemoryHardConfig.parallel_processing
TrueMemoryHardConfig.max_workers
TrueMemoryHardConfig.enable_memory_hard_fill
TrueMemoryHardConfig.memory_fill_algorithm
TrueMemoryHardConfig.double_hashing
TrueMemoryHardConfig.triple_compression
TrueMemoryHardConfig.target_memory_bandwidth_utilization
SecurityConstants
SecurityConstants.MIN_SALT_LENGTH
SecurityConstants.MIN_KEY_LENGTH
SecurityConstants.MIN_ITERATIONS
SecurityConstants.MIN_ROUNDS
SecurityConstants.MEMORY_COST
SecurityConstants.MEMORY_COST_KB
SecurityConstants.TIME_COST
SecurityConstants.PARALLELISM
SecurityLayers
SecurityLayers.constant_time_compare()
SecurityLayers.timing_attack_protection()
SecurityLayers.arithmetic_blinding()
SecurityLayers.secure_memory_zero()
SecurityLayers.apply_constant_time_operations()
MathematicalSecurityBases
MathematicalSecurityBases.SECURITY_CONSTANTS
MathematicalSecurityBases.TRANSFORMATIONS
MathematicalSecurityBases.get_constant()
MathematicalSecurityBases.apply_transformations()
MathematicalSecurityBases.generate_secure_matrix()
ByteDistributionOptimizer
ByteDistributionOptimizer.optimize_byte_distribution()
ByteDistributionOptimizer.calculate_byte_uniformity()
TransformFunctions
TransformFunctions.f1()
TransformFunctions.f2()
TransformFunctions.f3()
TransformFunctions.f4()
TransformFunctions.chaos()
TransformFunctions.mix3()
TransformFunctions.mix4()
HardwareSecurityID
HardwareSecurityID.get_hardware_id()
HardwareSecurityID2
HardwareSecurityID2.get_hardware_id()
KHAcache
KHAcache.__init__()
KHAcache.get()
KHAcache.put()
KHAcache.clear()
KHAcache.invalidate()
KHAcache.metrics
KHA256Utils
KHA256Utils.rotr64()
KHA256Utils.rotl8()
KHA256Utils.secure_random()
KHA256Utils.bytes_to_words64()
KHA256Utils.bit_diff()
KHA256Utils.entropy()
KHAUtils
KHAUtils.rotl64()
KHAUtils.rotr64()
KHAUtils.rotl8()
KHAUtils.secure_random()
KHAUtils.bytes_to_words64()
KHAUtils.bytes_to_words32()
KHAUtils.bit_diff()
Kha256SecureStorage
Kha256SecureStorage.protect()
Kha256SecureStorage.verify()
KHA256UnicodeHasher
KHA256UnicodeHasher.unicode_hash()
KHA256UnicodeHasher.new_salt()
SimpleRateLimiter
SimpleRateLimiter.is_allowed()
SimpleRateLimiter.get_stats()
SimpleRateLimiter.reset_ip()
RateLimiterDemoUI
RateLimiterDemoUI.display()
SecureLoginSystem
SecureLoginSystem.login_attempt()
SecureLoginSystem.get_stats()
SecureLoginSystem.reset_system()
MockAuthSystem
MockAuthSystem.authenticate()
MockAuthSystem.get_user_info()
MemoryHardDemo
MemoryHardDemo.users_db
MemoryHardDemo.mock_memory_hard_hash()
MemoryHardDemo.normal_hash()
MemoryHardDemo.demo_registration()
MemoryHardDemo.demo_login()
MemoryHardDemo.demo_brute_force_analysis()
MemoryHardDemo.demo_performance()
MemoryHardDemo.demo_security_levels()
MemoryHardDemo.list_users()
MemoryHardDemo.interactive_menu()
MemoryHardDemo.show_info()
secure_hash_password()
safe_hash_password()
hash_password()
hash_password_str()
verify_password()
batch_hash_secure()
batch_hash_xxh64()
quick_hash()
quick_hash_raw()
quick_hash_sha256()
quick_hash_blake3()
quick_hash_128()
safe_quick_hash()
ultra_fast_hash()
ultra_fast_hash_hex()
ultra_fast_hash_int_to_hex()
fast_hash_int()
fastest_cache_key()
xxh64_hash()
fnv1a_64()
djb2_optimized()
shake256_hash()
shake256_128()
shake256_256()
shake256_512()
gizli_turkce_hash()
fixed_gfh_password()
hash_argon2id()
hash_bcrypt()
hash_pbkdf2()
hwid_hash()
generate_hwid()
generate_compact_hwid()
generate_secure_hwid()
simple_hmac()
image_signature()
run_all_tests()
run_cli_demo()
run_comprehensive_test()
run_comprehensive_test_suite()
performance_comparison()
economic_analysis()
secure_password_hashing()
show_rate_limiter_info()
db
db.thread_local
db.get_db_connection()
db.setup_database()
db.save_user()
db.verify_user()
db.list_users()
db.delete_user()
db.close_all_connections()
db.widgets
db.HTML
db.clear_output()
db.display()
db.interactive_demo()
test_shake256()
test_kha256_main()
test_kha256b()
test_khautils()
test_basic_functionality()
test_core_hash()
test_deterministic_hash()
test_memory_hard_engine()
test_memory_hard_hash()
test_memory_hard_real()
test_memory_hardness()
test_true_memory_hard()
test_true_memory_hard_direct()
test_fortified_hashers()
test_fortified_memory_hard()
test_fortified_memory_hard2()
test_fortified_memory_hard_fixed()
test_hmac()
test2_hmac()
test_streaming()
test2_streaming()
test_avalanche()
test2_avalanche()
test_edge_cases()
test_parameter_impact()
test_performance_scenarios()
test_real_world_scenarios()
test_security_scenarios()
avalanche_test()
comprehensive_avalanche_test()
detailed_avalanche_test()
cig_test()
gpu_resistance_test()
min_entropy_test()
diagnose_memory_hardness()
benchmark_real_cost()
plot_avalanche_distribution()
safe_heatmap_plot()
plot_avalanche_simple()
HKDF
HKDF.derive()
HKDF.derive_into()
HKDF.extract()
HKDF.verify()
secure_compare()
xor_bytes()
bytes_to_int()
int_to_bytes()
cal_bit_difference()
calculate_bit_difference()
chacha_avalanche_mix()
secure_avalanche_mix()
expose_kha256_bug()
generate_fortified_hasher()
generate_fortified_hasher_fast()
generate_fortified_hasher_secure()
generate_fortified_hasher_password()
get_hasher_config()
measure_hash()
measure_time()
debug_configs()
lru_cache()
print_error()
print_header()
print_info()
print_results_table()
print_subheader()
print_success()
print_warning()
kha_rastgele_sayi()
rastgele_sayi()
kha256_fortified_random()
kha256_password_random()
kha256_memory_hard_random()
kha256_hard_random()
true_memory_hard_random()
memory_hard_hash_random()
memory_hard_engine_random()
fortified_kha_random()
kha256b_random()
scrypt_random()
gscrypt_random()
bscrypt_random()
scrypt_dual_output()
is_jupyter()
silent_kn()
Colors
Colors.GREEN
Colors.YELLOW
Colors.RED
Colors.BLUE
Colors.MAGENTA
Colors.CYAN
Colors.WHITE
Colors.RESET
Colors.BOLD
Colors.UNDERLINE
legacy_function()
logger
check_serial_info()
KHAConstants
quick_hash_cached()
test_deterministic_behavior()
DeterministicTest
hwid_hash_cached()
func()
Additional Resources
Initial release