对于那些说安全的人来说,他们总的来说是正确的。“双重”哈希(或其逻辑扩展,迭代哈希函数)如果处理得当,对于特定的问题是绝对安全的。
对于那些说它不安全的人来说,在这种情况下他们是正确的。在问题中发布的代码是不安全的。让我们来谈谈为什么:
$hashed_password1 = md5( md5( plaintext_password ) );
$hashed_password2 = md5( plaintext_password );
我们关心哈希函数的两个基本性质:
Pre-Image Resistance - Given a hash $h, it should be difficult to find a message $m such that $h === hash($m)
Second-Pre-Image Resistance - Given a message $m1, it should be difficult to find a different message $m2 such that hash($m1) === hash($m2)
Collision Resistance - It should be difficult to find a pair of messages ($m1, $m2) such that hash($m1) === hash($m2) (note that this is similar to Second-Pre-Image resistance, but different in that here the attacker has control over both messages)...
对于密码的存储,我们真正关心的是Pre-Image Resistance。另外两个没有意义,因为$m1是我们想要保护的用户密码。所以如果攻击者已经拥有了它,哈希就没有什么可以保护的了……
免责声明
接下来的一切都是基于这样一个前提,即我们所关心的是预图像阻力。哈希函数的另外两个基本属性可能不会(通常不会)以同样的方式成立。因此,本文中的结论仅适用于使用哈希函数存储密码的情况。它们一般不适用……
让我们开始
为了便于讨论,让我们创建自己的哈希函数:
function ourHash($input) {
$result = 0;
for ($i = 0; $i < strlen($input); $i++) {
$result += ord($input[$i]);
}
return (string) ($result % 256);
}
现在这个哈希函数的作用应该很明显了。它将输入的每个字符的ASCII值相加,然后对该结果取256的模。
让我们来测试一下:
var_dump(
ourHash('abc'), // string(2) "38"
ourHash('def'), // string(2) "47"
ourHash('hij'), // string(2) "59"
ourHash('klm') // string(2) "68"
);
现在,让我们看看如果我们围绕一个函数运行几次会发生什么:
$tests = array(
"abc",
"def",
"hij",
"klm",
);
foreach ($tests as $test) {
$hash = $test;
for ($i = 0; $i < 100; $i++) {
$hash = ourHash($hash);
}
echo "Hashing $test => $hash\n";
}
输出:
Hashing abc => 152
Hashing def => 152
Hashing hij => 155
Hashing klm => 155
人力资源管理,哇。我们产生了碰撞!!让我们来看看原因:
下面是对每个可能的哈希输出的字符串进行哈希的输出:
Hashing 0 => 48
Hashing 1 => 49
Hashing 2 => 50
Hashing 3 => 51
Hashing 4 => 52
Hashing 5 => 53
Hashing 6 => 54
Hashing 7 => 55
Hashing 8 => 56
Hashing 9 => 57
Hashing 10 => 97
Hashing 11 => 98
Hashing 12 => 99
Hashing 13 => 100
Hashing 14 => 101
Hashing 15 => 102
Hashing 16 => 103
Hashing 17 => 104
Hashing 18 => 105
Hashing 19 => 106
Hashing 20 => 98
Hashing 21 => 99
Hashing 22 => 100
Hashing 23 => 101
Hashing 24 => 102
Hashing 25 => 103
Hashing 26 => 104
Hashing 27 => 105
Hashing 28 => 106
Hashing 29 => 107
Hashing 30 => 99
Hashing 31 => 100
Hashing 32 => 101
Hashing 33 => 102
Hashing 34 => 103
Hashing 35 => 104
Hashing 36 => 105
Hashing 37 => 106
Hashing 38 => 107
Hashing 39 => 108
Hashing 40 => 100
Hashing 41 => 101
Hashing 42 => 102
Hashing 43 => 103
Hashing 44 => 104
Hashing 45 => 105
Hashing 46 => 106
Hashing 47 => 107
Hashing 48 => 108
Hashing 49 => 109
Hashing 50 => 101
Hashing 51 => 102
Hashing 52 => 103
Hashing 53 => 104
Hashing 54 => 105
Hashing 55 => 106
Hashing 56 => 107
Hashing 57 => 108
Hashing 58 => 109
Hashing 59 => 110
Hashing 60 => 102
Hashing 61 => 103
Hashing 62 => 104
Hashing 63 => 105
Hashing 64 => 106
Hashing 65 => 107
Hashing 66 => 108
Hashing 67 => 109
Hashing 68 => 110
Hashing 69 => 111
Hashing 70 => 103
Hashing 71 => 104
Hashing 72 => 105
Hashing 73 => 106
Hashing 74 => 107
Hashing 75 => 108
Hashing 76 => 109
Hashing 77 => 110
Hashing 78 => 111
Hashing 79 => 112
Hashing 80 => 104
Hashing 81 => 105
Hashing 82 => 106
Hashing 83 => 107
Hashing 84 => 108
Hashing 85 => 109
Hashing 86 => 110
Hashing 87 => 111
Hashing 88 => 112
Hashing 89 => 113
Hashing 90 => 105
Hashing 91 => 106
Hashing 92 => 107
Hashing 93 => 108
Hashing 94 => 109
Hashing 95 => 110
Hashing 96 => 111
Hashing 97 => 112
Hashing 98 => 113
Hashing 99 => 114
Hashing 100 => 145
Hashing 101 => 146
Hashing 102 => 147
Hashing 103 => 148
Hashing 104 => 149
Hashing 105 => 150
Hashing 106 => 151
Hashing 107 => 152
Hashing 108 => 153
Hashing 109 => 154
Hashing 110 => 146
Hashing 111 => 147
Hashing 112 => 148
Hashing 113 => 149
Hashing 114 => 150
Hashing 115 => 151
Hashing 116 => 152
Hashing 117 => 153
Hashing 118 => 154
Hashing 119 => 155
Hashing 120 => 147
Hashing 121 => 148
Hashing 122 => 149
Hashing 123 => 150
Hashing 124 => 151
Hashing 125 => 152
Hashing 126 => 153
Hashing 127 => 154
Hashing 128 => 155
Hashing 129 => 156
Hashing 130 => 148
Hashing 131 => 149
Hashing 132 => 150
Hashing 133 => 151
Hashing 134 => 152
Hashing 135 => 153
Hashing 136 => 154
Hashing 137 => 155
Hashing 138 => 156
Hashing 139 => 157
Hashing 140 => 149
Hashing 141 => 150
Hashing 142 => 151
Hashing 143 => 152
Hashing 144 => 153
Hashing 145 => 154
Hashing 146 => 155
Hashing 147 => 156
Hashing 148 => 157
Hashing 149 => 158
Hashing 150 => 150
Hashing 151 => 151
Hashing 152 => 152
Hashing 153 => 153
Hashing 154 => 154
Hashing 155 => 155
Hashing 156 => 156
Hashing 157 => 157
Hashing 158 => 158
Hashing 159 => 159
Hashing 160 => 151
Hashing 161 => 152
Hashing 162 => 153
Hashing 163 => 154
Hashing 164 => 155
Hashing 165 => 156
Hashing 166 => 157
Hashing 167 => 158
Hashing 168 => 159
Hashing 169 => 160
Hashing 170 => 152
Hashing 171 => 153
Hashing 172 => 154
Hashing 173 => 155
Hashing 174 => 156
Hashing 175 => 157
Hashing 176 => 158
Hashing 177 => 159
Hashing 178 => 160
Hashing 179 => 161
Hashing 180 => 153
Hashing 181 => 154
Hashing 182 => 155
Hashing 183 => 156
Hashing 184 => 157
Hashing 185 => 158
Hashing 186 => 159
Hashing 187 => 160
Hashing 188 => 161
Hashing 189 => 162
Hashing 190 => 154
Hashing 191 => 155
Hashing 192 => 156
Hashing 193 => 157
Hashing 194 => 158
Hashing 195 => 159
Hashing 196 => 160
Hashing 197 => 161
Hashing 198 => 162
Hashing 199 => 163
Hashing 200 => 146
Hashing 201 => 147
Hashing 202 => 148
Hashing 203 => 149
Hashing 204 => 150
Hashing 205 => 151
Hashing 206 => 152
Hashing 207 => 153
Hashing 208 => 154
Hashing 209 => 155
Hashing 210 => 147
Hashing 211 => 148
Hashing 212 => 149
Hashing 213 => 150
Hashing 214 => 151
Hashing 215 => 152
Hashing 216 => 153
Hashing 217 => 154
Hashing 218 => 155
Hashing 219 => 156
Hashing 220 => 148
Hashing 221 => 149
Hashing 222 => 150
Hashing 223 => 151
Hashing 224 => 152
Hashing 225 => 153
Hashing 226 => 154
Hashing 227 => 155
Hashing 228 => 156
Hashing 229 => 157
Hashing 230 => 149
Hashing 231 => 150
Hashing 232 => 151
Hashing 233 => 152
Hashing 234 => 153
Hashing 235 => 154
Hashing 236 => 155
Hashing 237 => 156
Hashing 238 => 157
Hashing 239 => 158
Hashing 240 => 150
Hashing 241 => 151
Hashing 242 => 152
Hashing 243 => 153
Hashing 244 => 154
Hashing 245 => 155
Hashing 246 => 156
Hashing 247 => 157
Hashing 248 => 158
Hashing 249 => 159
Hashing 250 => 151
Hashing 251 => 152
Hashing 252 => 153
Hashing 253 => 154
Hashing 254 => 155
Hashing 255 => 156
注意数字越来越大的趋势。这就是我们的僵局。对每个元素运行哈希4次($hash = ourHash($hash) '),结果是:
Hashing 0 => 153
Hashing 1 => 154
Hashing 2 => 155
Hashing 3 => 156
Hashing 4 => 157
Hashing 5 => 158
Hashing 6 => 150
Hashing 7 => 151
Hashing 8 => 152
Hashing 9 => 153
Hashing 10 => 157
Hashing 11 => 158
Hashing 12 => 150
Hashing 13 => 154
Hashing 14 => 155
Hashing 15 => 156
Hashing 16 => 157
Hashing 17 => 158
Hashing 18 => 150
Hashing 19 => 151
Hashing 20 => 158
Hashing 21 => 150
Hashing 22 => 154
Hashing 23 => 155
Hashing 24 => 156
Hashing 25 => 157
Hashing 26 => 158
Hashing 27 => 150
Hashing 28 => 151
Hashing 29 => 152
Hashing 30 => 150
Hashing 31 => 154
Hashing 32 => 155
Hashing 33 => 156
Hashing 34 => 157
Hashing 35 => 158
Hashing 36 => 150
Hashing 37 => 151
Hashing 38 => 152
Hashing 39 => 153
Hashing 40 => 154
Hashing 41 => 155
Hashing 42 => 156
Hashing 43 => 157
Hashing 44 => 158
Hashing 45 => 150
Hashing 46 => 151
Hashing 47 => 152
Hashing 48 => 153
Hashing 49 => 154
Hashing 50 => 155
Hashing 51 => 156
Hashing 52 => 157
Hashing 53 => 158
Hashing 54 => 150
Hashing 55 => 151
Hashing 56 => 152
Hashing 57 => 153
Hashing 58 => 154
Hashing 59 => 155
Hashing 60 => 156
Hashing 61 => 157
Hashing 62 => 158
Hashing 63 => 150
Hashing 64 => 151
Hashing 65 => 152
Hashing 66 => 153
Hashing 67 => 154
Hashing 68 => 155
Hashing 69 => 156
Hashing 70 => 157
Hashing 71 => 158
Hashing 72 => 150
Hashing 73 => 151
Hashing 74 => 152
Hashing 75 => 153
Hashing 76 => 154
Hashing 77 => 155
Hashing 78 => 156
Hashing 79 => 157
Hashing 80 => 158
Hashing 81 => 150
Hashing 82 => 151
Hashing 83 => 152
Hashing 84 => 153
Hashing 85 => 154
Hashing 86 => 155
Hashing 87 => 156
Hashing 88 => 157
Hashing 89 => 158
Hashing 90 => 150
Hashing 91 => 151
Hashing 92 => 152
Hashing 93 => 153
Hashing 94 => 154
Hashing 95 => 155
Hashing 96 => 156
Hashing 97 => 157
Hashing 98 => 158
Hashing 99 => 150
Hashing 100 => 154
Hashing 101 => 155
Hashing 102 => 156
Hashing 103 => 157
Hashing 104 => 158
Hashing 105 => 150
Hashing 106 => 151
Hashing 107 => 152
Hashing 108 => 153
Hashing 109 => 154
Hashing 110 => 155
Hashing 111 => 156
Hashing 112 => 157
Hashing 113 => 158
Hashing 114 => 150
Hashing 115 => 151
Hashing 116 => 152
Hashing 117 => 153
Hashing 118 => 154
Hashing 119 => 155
Hashing 120 => 156
Hashing 121 => 157
Hashing 122 => 158
Hashing 123 => 150
Hashing 124 => 151
Hashing 125 => 152
Hashing 126 => 153
Hashing 127 => 154
Hashing 128 => 155
Hashing 129 => 156
Hashing 130 => 157
Hashing 131 => 158
Hashing 132 => 150
Hashing 133 => 151
Hashing 134 => 152
Hashing 135 => 153
Hashing 136 => 154
Hashing 137 => 155
Hashing 138 => 156
Hashing 139 => 157
Hashing 140 => 158
Hashing 141 => 150
Hashing 142 => 151
Hashing 143 => 152
Hashing 144 => 153
Hashing 145 => 154
Hashing 146 => 155
Hashing 147 => 156
Hashing 148 => 157
Hashing 149 => 158
Hashing 150 => 150
Hashing 151 => 151
Hashing 152 => 152
Hashing 153 => 153
Hashing 154 => 154
Hashing 155 => 155
Hashing 156 => 156
Hashing 157 => 157
Hashing 158 => 158
Hashing 159 => 159
Hashing 160 => 151
Hashing 161 => 152
Hashing 162 => 153
Hashing 163 => 154
Hashing 164 => 155
Hashing 165 => 156
Hashing 166 => 157
Hashing 167 => 158
Hashing 168 => 159
Hashing 169 => 151
Hashing 170 => 152
Hashing 171 => 153
Hashing 172 => 154
Hashing 173 => 155
Hashing 174 => 156
Hashing 175 => 157
Hashing 176 => 158
Hashing 177 => 159
Hashing 178 => 151
Hashing 179 => 152
Hashing 180 => 153
Hashing 181 => 154
Hashing 182 => 155
Hashing 183 => 156
Hashing 184 => 157
Hashing 185 => 158
Hashing 186 => 159
Hashing 187 => 151
Hashing 188 => 152
Hashing 189 => 153
Hashing 190 => 154
Hashing 191 => 155
Hashing 192 => 156
Hashing 193 => 157
Hashing 194 => 158
Hashing 195 => 159
Hashing 196 => 151
Hashing 197 => 152
Hashing 198 => 153
Hashing 199 => 154
Hashing 200 => 155
Hashing 201 => 156
Hashing 202 => 157
Hashing 203 => 158
Hashing 204 => 150
Hashing 205 => 151
Hashing 206 => 152
Hashing 207 => 153
Hashing 208 => 154
Hashing 209 => 155
Hashing 210 => 156
Hashing 211 => 157
Hashing 212 => 158
Hashing 213 => 150
Hashing 214 => 151
Hashing 215 => 152
Hashing 216 => 153
Hashing 217 => 154
Hashing 218 => 155
Hashing 219 => 156
Hashing 220 => 157
Hashing 221 => 158
Hashing 222 => 150
Hashing 223 => 151
Hashing 224 => 152
Hashing 225 => 153
Hashing 226 => 154
Hashing 227 => 155
Hashing 228 => 156
Hashing 229 => 157
Hashing 230 => 158
Hashing 231 => 150
Hashing 232 => 151
Hashing 233 => 152
Hashing 234 => 153
Hashing 235 => 154
Hashing 236 => 155
Hashing 237 => 156
Hashing 238 => 157
Hashing 239 => 158
Hashing 240 => 150
Hashing 241 => 151
Hashing 242 => 152
Hashing 243 => 153
Hashing 244 => 154
Hashing 245 => 155
Hashing 246 => 156
Hashing 247 => 157
Hashing 248 => 158
Hashing 249 => 159
Hashing 250 => 151
Hashing 251 => 152
Hashing 252 => 153
Hashing 253 => 154
Hashing 254 => 155
Hashing 255 => 156
我们已经把范围缩小到8个值…那就糟糕了……原函数将S(∞)映射到S(256)我们已经创建了一个满射函数将$input映射到$output。
由于我们有一个满射函数,我们不能保证输入的任何子集的映射不会有冲突(事实上,在实践中它们会有冲突)。
这就是这里发生的事!我们的函数很糟糕,但这不是它工作的原因(这就是它工作得如此快速和完全的原因)。
同样的事情也发生在MD5上。它将S(∞)映射到S(2^128)由于不能保证运行MD5(S(output))将是内射的,这意味着它不会有冲突。
TL博士/节
因此,由于直接将输出反馈给md5会产生碰撞,因此每次迭代都会增加碰撞的机会。然而,这是一个线性增长,这意味着虽然2^128的结果集减少了,但它的减少速度还不够快,不足以成为一个关键缺陷。
So,
$output = md5($input); // 2^128 possibilities
$output = md5($output); // < 2^128 possibilities
$output = md5($output); // < 2^128 possibilities
$output = md5($output); // < 2^128 possibilities
$output = md5($output); // < 2^128 possibilities
迭代次数越多,缩减的幅度就越大。
修复
幸运的是,我们有一个简单的方法来解决这个问题:反馈一些东西到进一步的迭代中:
$output = md5($input); // 2^128 possibilities
$output = md5($input . $output); // 2^128 possibilities
$output = md5($input . $output); // 2^128 possibilities
$output = md5($input . $output); // 2^128 possibilities
$output = md5($input . $output); // 2^128 possibilities
注意,对于$input的每个单独值,进一步的迭代不是2^128。这意味着我们可以生成的$input值仍然会在这条线上发生冲突(因此将在远小于2^128的可能输出上解决或产生共鸣)。但一般情况下,投入美元的理由仍然和单轮融资时一样强烈。
等等,是吗?让我们用ourHash()函数来测试一下。切换到$hash = ourHash($input。$hash);,用于100次迭代:
Hashing 0 => 201
Hashing 1 => 212
Hashing 2 => 199
Hashing 3 => 201
Hashing 4 => 203
Hashing 5 => 205
Hashing 6 => 207
Hashing 7 => 209
Hashing 8 => 211
Hashing 9 => 204
Hashing 10 => 251
Hashing 11 => 147
Hashing 12 => 251
Hashing 13 => 148
Hashing 14 => 253
Hashing 15 => 0
Hashing 16 => 1
Hashing 17 => 2
Hashing 18 => 161
Hashing 19 => 163
Hashing 20 => 147
Hashing 21 => 251
Hashing 22 => 148
Hashing 23 => 253
Hashing 24 => 0
Hashing 25 => 1
Hashing 26 => 2
Hashing 27 => 161
Hashing 28 => 163
Hashing 29 => 8
Hashing 30 => 251
Hashing 31 => 148
Hashing 32 => 253
Hashing 33 => 0
Hashing 34 => 1
Hashing 35 => 2
Hashing 36 => 161
Hashing 37 => 163
Hashing 38 => 8
Hashing 39 => 4
Hashing 40 => 148
Hashing 41 => 253
Hashing 42 => 0
Hashing 43 => 1
Hashing 44 => 2
Hashing 45 => 161
Hashing 46 => 163
Hashing 47 => 8
Hashing 48 => 4
Hashing 49 => 9
Hashing 50 => 253
Hashing 51 => 0
Hashing 52 => 1
Hashing 53 => 2
Hashing 54 => 161
Hashing 55 => 163
Hashing 56 => 8
Hashing 57 => 4
Hashing 58 => 9
Hashing 59 => 11
Hashing 60 => 0
Hashing 61 => 1
Hashing 62 => 2
Hashing 63 => 161
Hashing 64 => 163
Hashing 65 => 8
Hashing 66 => 4
Hashing 67 => 9
Hashing 68 => 11
Hashing 69 => 4
Hashing 70 => 1
Hashing 71 => 2
Hashing 72 => 161
Hashing 73 => 163
Hashing 74 => 8
Hashing 75 => 4
Hashing 76 => 9
Hashing 77 => 11
Hashing 78 => 4
Hashing 79 => 3
Hashing 80 => 2
Hashing 81 => 161
Hashing 82 => 163
Hashing 83 => 8
Hashing 84 => 4
Hashing 85 => 9
Hashing 86 => 11
Hashing 87 => 4
Hashing 88 => 3
Hashing 89 => 17
Hashing 90 => 161
Hashing 91 => 163
Hashing 92 => 8
Hashing 93 => 4
Hashing 94 => 9
Hashing 95 => 11
Hashing 96 => 4
Hashing 97 => 3
Hashing 98 => 17
Hashing 99 => 13
Hashing 100 => 246
Hashing 101 => 248
Hashing 102 => 49
Hashing 103 => 44
Hashing 104 => 255
Hashing 105 => 198
Hashing 106 => 43
Hashing 107 => 51
Hashing 108 => 202
Hashing 109 => 2
Hashing 110 => 248
Hashing 111 => 49
Hashing 112 => 44
Hashing 113 => 255
Hashing 114 => 198
Hashing 115 => 43
Hashing 116 => 51
Hashing 117 => 202
Hashing 118 => 2
Hashing 119 => 51
Hashing 120 => 49
Hashing 121 => 44
Hashing 122 => 255
Hashing 123 => 198
Hashing 124 => 43
Hashing 125 => 51
Hashing 126 => 202
Hashing 127 => 2
Hashing 128 => 51
Hashing 129 => 53
Hashing 130 => 44
Hashing 131 => 255
Hashing 132 => 198
Hashing 133 => 43
Hashing 134 => 51
Hashing 135 => 202
Hashing 136 => 2
Hashing 137 => 51
Hashing 138 => 53
Hashing 139 => 55
Hashing 140 => 255
Hashing 141 => 198
Hashing 142 => 43
Hashing 143 => 51
Hashing 144 => 202
Hashing 145 => 2
Hashing 146 => 51
Hashing 147 => 53
Hashing 148 => 55
Hashing 149 => 58
Hashing 150 => 198
Hashing 151 => 43
Hashing 152 => 51
Hashing 153 => 202
Hashing 154 => 2
Hashing 155 => 51
Hashing 156 => 53
Hashing 157 => 55
Hashing 158 => 58
Hashing 159 => 0
Hashing 160 => 43
Hashing 161 => 51
Hashing 162 => 202
Hashing 163 => 2
Hashing 164 => 51
Hashing 165 => 53
Hashing 166 => 55
Hashing 167 => 58
Hashing 168 => 0
Hashing 169 => 209
Hashing 170 => 51
Hashing 171 => 202
Hashing 172 => 2
Hashing 173 => 51
Hashing 174 => 53
Hashing 175 => 55
Hashing 176 => 58
Hashing 177 => 0
Hashing 178 => 209
Hashing 179 => 216
Hashing 180 => 202
Hashing 181 => 2
Hashing 182 => 51
Hashing 183 => 53
Hashing 184 => 55
Hashing 185 => 58
Hashing 186 => 0
Hashing 187 => 209
Hashing 188 => 216
Hashing 189 => 219
Hashing 190 => 2
Hashing 191 => 51
Hashing 192 => 53
Hashing 193 => 55
Hashing 194 => 58
Hashing 195 => 0
Hashing 196 => 209
Hashing 197 => 216
Hashing 198 => 219
Hashing 199 => 220
Hashing 200 => 248
Hashing 201 => 49
Hashing 202 => 44
Hashing 203 => 255
Hashing 204 => 198
Hashing 205 => 43
Hashing 206 => 51
Hashing 207 => 202
Hashing 208 => 2
Hashing 209 => 51
Hashing 210 => 49
Hashing 211 => 44
Hashing 212 => 255
Hashing 213 => 198
Hashing 214 => 43
Hashing 215 => 51
Hashing 216 => 202
Hashing 217 => 2
Hashing 218 => 51
Hashing 219 => 53
Hashing 220 => 44
Hashing 221 => 255
Hashing 222 => 198
Hashing 223 => 43
Hashing 224 => 51
Hashing 225 => 202
Hashing 226 => 2
Hashing 227 => 51
Hashing 228 => 53
Hashing 229 => 55
Hashing 230 => 255
Hashing 231 => 198
Hashing 232 => 43
Hashing 233 => 51
Hashing 234 => 202
Hashing 235 => 2
Hashing 236 => 51
Hashing 237 => 53
Hashing 238 => 55
Hashing 239 => 58
Hashing 240 => 198
Hashing 241 => 43
Hashing 242 => 51
Hashing 243 => 202
Hashing 244 => 2
Hashing 245 => 51
Hashing 246 => 53
Hashing 247 => 55
Hashing 248 => 58
Hashing 249 => 0
Hashing 250 => 43
Hashing 251 => 51
Hashing 252 => 202
Hashing 253 => 2
Hashing 254 => 51
Hashing 255 => 53
这里仍然有一个大致的模式,但请注意,它并不比我们的底层函数(已经相当弱了)更有模式。
但是请注意,0和3发生了碰撞,尽管它们不是在一次运行中。这是我之前所说的一个应用(对于所有输入的集合,抗碰撞性保持不变,但由于底层算法的缺陷,特定的碰撞路由可能会打开)。
TL博士/节
通过将输入反馈到每次迭代中,我们有效地打破了之前迭代中可能发生的任何冲突。
因此,md5($input。md5(输入)美元);应该(至少在理论上)与md5($input)一样强。
这重要吗?
是的。这也是RFC 2898中PBKDF2取代PBKDF1的原因之一。考虑两个::的内部循环
PBKDF1:
T_1 = Hash (P || S) ,
T_2 = Hash (T_1) ,
...
T_c = Hash (T_{c-1})
其中c是迭代计数,P是密码,S是盐
PBKDF2:
U_1 = PRF (P, S || INT (i)) ,
U_2 = PRF (P, U_1) ,
...
U_c = PRF (P, U_{c-1})
PRF实际上只是一个HMAC。但是为了我们的目的,我们假设PRF(P, S) = Hash(P || S)(也就是说,两个输入的PRF是相同的,粗略地说,就是两个输入连接在一起的哈希)。其实不是,但就我们的目的而言是。
因此PBKDF2维护底层哈希函数的抗碰撞性,而PBKDF1则没有。
将所有这些联系在一起:
我们知道迭代哈希的安全方法。事实上:
$hash = $input;
$i = 10000;
do {
$hash = hash($input . $hash);
} while ($i-- > 0);
通常是安全的。
现在,为了了解我们为什么要哈希它,我们来分析熵的运动。
哈希接受无限集:S(∞),并产生一个较小的、一致大小的集合S(n)。下一次迭代(假设输入被传递回)将S(∞)再次映射到S(n):
S(∞) -> S(n)
S(∞) -> S(n)
S(∞) -> S(n)
S(∞) -> S(n)
S(∞) -> S(n)
S(∞) -> S(n)
请注意,最终输出的熵值与第一个输出的熵值完全相同。迭代不会“使它更加模糊”。熵是相等的。不存在不可预测性的神奇来源(这是一个伪随机函数,而不是随机函数)。
然而,迭代是有好处的。它人为地使哈希过程变慢。这就是为什么迭代是个好主意。事实上,这是大多数现代密码哈希算法的基本原理(事实上,一遍又一遍地做某事会使它变慢)。
缓慢是好的,因为它正在对抗主要的安全威胁:暴力强制。我们的哈希算法越慢,攻击者就越难攻击从我们这里窃取的密码哈希。这是一件好事!!